From 5a53be89dcf819e683c016904f443bdde2b0c1ce Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Wed, 3 Jan 2024 09:12:35 -0600 Subject: [PATCH 01/17] 0.6.8 a1 --- autots/evaluator/auto_ts.py | 2 +- autots/models/sklearn.py | 2 +- tests/test_autots.py | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index 749ad5fe..9c6fb7a2 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -2021,7 +2021,7 @@ def _run_template( ) else: # trying to catch a rare and sneaky bug (perhaps some variety of beetle?) - if verbose >= 0: + if self.verbose >= 0: print(f"TotalRuntime missing in {current_generation}!") self.template_result_error = template_result.model_results.copy() self.template_error = template.copy() diff --git a/autots/models/sklearn.py b/autots/models/sklearn.py index 73ec82bc..9bf557a6 100644 --- a/autots/models/sklearn.py +++ b/autots/models/sklearn.py @@ -2335,7 +2335,7 @@ def predict( ) except Exception as e: raise ValueError( - f"Datepart prediction with params {self.get_params()} failed" + f"Datepart prediction with params {self.get_params()} failed. This is often due to an improperly indexed future_regressor (with drop_most_recent especially)" ) from e if just_point_forecast: diff --git a/tests/test_autots.py b/tests/test_autots.py index 67760077..889c8970 100644 --- a/tests/test_autots.py +++ b/tests/test_autots.py @@ -216,7 +216,7 @@ def test_autots(self): no_negatives=True, subset=100, n_jobs=n_jobs, - drop_most_recent=1, + drop_most_recent=0, verbose=2, ) # TEST MODEL PREDICT WITH LOWER LEVEL MODEL TRAINED ON PREVIOUS DATA ONLY @@ -239,7 +239,7 @@ def test_autots(self): prediction2 = model2.predict(future_regressor=future_regressor_forecast2d, verbose=0) # and see if it got better on past holdout model2.fit_data(df_train, future_regressor=future_regressor_train2d.reindex(df_train.index)) - prediction = model2.predict(future_regressor=future_regressor_forecast2d.reindex(df_test.index), verbose=0) + prediction = model2.predict(future_regressor=future_regressor_train2d.reindex(df_test.index), verbose=0) prediction.evaluate(df_test, df_train=df_train) smape2 = prediction.avg_metrics['smape'] print("=====================================================") From f4ce2132cf2fabb9a5a1471ee4e308f15580ad73 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Thu, 4 Jan 2024 10:27:37 -0600 Subject: [PATCH 02/17] 0.6.8 a2 --- autots/models/statsmodels.py | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/autots/models/statsmodels.py b/autots/models/statsmodels.py index e6954cc7..5accc16d 100644 --- a/autots/models/statsmodels.py +++ b/autots/models/statsmodels.py @@ -1432,11 +1432,12 @@ def predict( ), "regressor row count not equal to forecast length" # LinAlgError: SVD did not converge (occurs when NaN in train data) + # NaN must be removed for some BLAS packages else they will kill the kernel if self.regression_type in ["User", "Holiday", 'user']: maModel = VECM( - self.df_train, + self.df_train.replace([np.inf, -np.inf], np.nan).fillna(0), freq=self.frequency, - exog=np.array(self.regressor_train), + exog=np.nan_to_num(np.array(self.regressor_train)), deterministic=self.deterministic, k_ar_diff=self.k_ar_diff, coint_rank=self.coint_rank, @@ -1444,11 +1445,11 @@ def predict( ).fit() # don't ask me why it is exog_fc here and not exog like elsewhere forecast = maModel.predict( - steps=forecast_length, exog_fc=np.array(future_regressor) + steps=forecast_length, exog_fc=np.nan_to_num(np.array(future_regressor)) ) else: maModel = VECM( - self.df_train, + self.df_train.replace([np.inf, -np.inf], np.nan).fillna(0), freq=self.frequency, deterministic=self.deterministic, k_ar_diff=self.k_ar_diff, From 02225e7dbc176bcfa0e3d2cc5566e75a7c8da2fb Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Thu, 4 Jan 2024 20:14:56 -0600 Subject: [PATCH 03/17] 0.6.8 a3 --- autots/models/sklearn.py | 23 ++++++++++++++++++----- 1 file changed, 18 insertions(+), 5 deletions(-) diff --git a/autots/models/sklearn.py b/autots/models/sklearn.py index 9bf557a6..57409864 100644 --- a/autots/models/sklearn.py +++ b/autots/models/sklearn.py @@ -675,18 +675,28 @@ def retrieve_classifier( } # these are models that are relatively fast with large multioutput Y, small n obs datepart_model_dict: dict = { - # 'RandomForest': 0.05, # crashes sometimes at scale for unclear reasons 'ElasticNet': 0.1, - 'xgboost': 0.001, # excess memory at scale 'MLP': 0.05, 'DecisionTree': 0.02, 'Adaboost': 0.05, 'SVM': 0.01, 'KerasRNN': 0.02, 'Transformer': 0.02, # slow - 'ExtraTrees': 0.00001, # some params cause RAM crash? 'RadiusNeighbors': 0.1, - 'MultioutputGPR': 0.00001, +} +datepart_model_dict_deep = { + 'RandomForest': 0.05, # crashes sometimes at scale for unclear reasons + 'ElasticNet': 0.1, + 'xgboost': 0.05, + 'MLP': 0.05, + 'DecisionTree': 0.02, + 'Adaboost': 0.05, + 'SVM': 0.01, + 'KerasRNN': 0.02, + 'Transformer': 0.02, # slow + 'ExtraTrees': 0.01, # some params cause RAM crash? + 'RadiusNeighbors': 0.1, + 'MultioutputGPR': 0.001, } gpu = ['Transformer', 'KerasRNN', 'MLP'] # or more accurately, no dnn gradient_boosting = { @@ -2366,7 +2376,10 @@ def predict( def get_new_params(self, method: str = 'random'): """Return dict of new parameters for parameter tuning.""" - model_choice = generate_regressor_params(model_dict=datepart_model_dict) + if method == 'deep': + model_choice = generate_regressor_params(model_dict=datepart_model_dict_deep) + else: + model_choice = generate_regressor_params(model_dict=datepart_model_dict) datepart_choice = random.choices( [ "recurring", From a11f0eb2c85a9928946316ba72008e8f7b9ce563 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Fri, 5 Jan 2024 09:38:13 -0600 Subject: [PATCH 04/17] 0.6.8 a4 another error that appears to be unique to OpenBLAS --- autots/tools/fast_kalman.py | 9 ++++++--- autots/tools/transform.py | 2 +- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/autots/tools/fast_kalman.py b/autots/tools/fast_kalman.py index 5613a33b..f73d1fa1 100644 --- a/autots/tools/fast_kalman.py +++ b/autots/tools/fast_kalman.py @@ -185,7 +185,7 @@ def holt_winters_damped_matrices(M, alpha, beta, gamma, phi=1.0): return F, Q, H, R -def new_kalman_params(method=None): +def new_kalman_params(method=None, allow_auto=True): if method in ['fast']: em_iter = random.choices([None, 10], [0.8, 0.2])[0] elif method == "superfast": @@ -575,6 +575,9 @@ def new_kalman_params(method=None): 'observation_noise': 0.04, } params['em_iter'] = em_iter + if not allow_auto: + if params['observation_noise'] == 'auto': + params['observation_noise'] = 0.1 return params @@ -1314,7 +1317,7 @@ def douter(a, b): def dinv(A): "Matrix inverse applied to last two axes" try: - res = np.linalg.inv(A) + res = np.linalg.inv(np.nan_to_num(A)) # can cause kernel death in OpenBLAS with NaN except Exception: res = np.linalg.pinv(A) # slower but more robust return res @@ -1609,7 +1612,7 @@ def ensure_matrix(x, dim=1): # pylint: disable=W0702,W0104,E1136 try: y = np.array(x) - y.shape[0] + y.shape[0] # for reasons I don't understand, this line is critical x = y except Exception: x = np.eye(dim) * x diff --git a/autots/tools/transform.py b/autots/tools/transform.py index 2ff85a74..f9dc1755 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -3413,7 +3413,7 @@ def __init__( @staticmethod def get_new_params(method: str = "random"): - return new_kalman_params(method=method) + return new_kalman_params(method=method, allow_auto=False) def fit(self, df): """Learn behavior of data to change. From 53958b903ecdf210fd358d77bd27448da55d8a8b Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Fri, 5 Jan 2024 18:01:50 -0600 Subject: [PATCH 05/17] 0.6.8 a5 more OpenBLAS errors due to poor NaN handling --- autots/models/matrix_var.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/autots/models/matrix_var.py b/autots/models/matrix_var.py index 43581b27..0e852129 100644 --- a/autots/models/matrix_var.py +++ b/autots/models/matrix_var.py @@ -25,7 +25,7 @@ def rrvar(data, R, pred_step, maxiter=100): X1 = data[:, :-1] X2 = data[:, 1:] V = np.random.randn(R, N) - X1_pinv = np.linalg.pinv(X1) + X1_pinv = np.linalg.pinv(np.nan_to_num(X1)) for it in range(maxiter): W = X2 @ np.linalg.pinv((V @ X1)) V = np.linalg.pinv(W) @ X2 @ X1_pinv From c36b9689d61278ecd12b7bc5ea8f4a2f301c6a2f Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Sat, 6 Jan 2024 13:13:19 -0600 Subject: [PATCH 06/17] 0.6.8 a6 --- autots/models/sklearn.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/autots/models/sklearn.py b/autots/models/sklearn.py index 57409864..31986dc4 100644 --- a/autots/models/sklearn.py +++ b/autots/models/sklearn.py @@ -798,7 +798,7 @@ def generate_classifier_params( } else: model_dict = { - 'xgboost': 1, + 'xgboost': 0.5, 'ExtraTrees': 0.2, 'RandomForest': 0.1, 'KNN': 1, From b2ca64b14bc72cb0b48cead7bc5cc1851bb9f68a Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Wed, 10 Jan 2024 23:05:44 -0600 Subject: [PATCH 07/17] 0.6.8 a7 --- autots/evaluator/auto_ts.py | 4 ++++ autots/models/model_list.py | 2 +- autots/models/statsmodels.py | 2 +- autots/tools/transform.py | 2 +- 4 files changed, 7 insertions(+), 3 deletions(-) diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index 9c6fb7a2..eee52487 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -2244,6 +2244,7 @@ def predict( just_point_forecast: bool = False, fail_on_forecast_nan: bool = True, verbose: int = 'self', + df = None, ): """Generate forecast data immediately following dates of index supplied to .fit(). @@ -2272,11 +2273,14 @@ def predict( hierarchy: Not yet implemented just_point_forecast (bool): If True, return a pandas.DataFrame of just point forecasts fail_on_forecast_nan (bool): if False, return forecasts even if NaN present, if True, raises error if any nan in forecast + df (pd.DataFrame): wide style df, if present, calls fit_data with this dataframe. Recommended strongly to use model.fit_data(df) first instead as it has more args. Return: Either a PredictionObject of forecasts and metadata, or if just_point_forecast == True, a dataframe of point forecasts """ + if df is not None: + self.fit_data(df) verbose = self.verbose if verbose == 'self' else verbose if forecast_length == 'self': forecast_length = self.forecast_length diff --git a/autots/models/model_list.py b/autots/models/model_list.py index f0b070a8..7784d6a8 100644 --- a/autots/models/model_list.py +++ b/autots/models/model_list.py @@ -105,7 +105,7 @@ 'SectionalMotif': 1, 'NVAR': 0.3, 'MAR': 0.25, - 'RRVAR': 1, + 'RRVAR': 0.4, 'KalmanStateSpace': 0.4, 'MetricMotif': 1, 'Cassandra': 0.6, diff --git a/autots/models/statsmodels.py b/autots/models/statsmodels.py index 5accc16d..b6a7c383 100644 --- a/autots/models/statsmodels.py +++ b/autots/models/statsmodels.py @@ -298,7 +298,7 @@ def predict( parallel = False # joblib multiprocessing to loop through series if parallel: - df_list = Parallel(n_jobs=self.n_jobs, verbose=pool_verbose)( + df_list = Parallel(n_jobs=self.n_jobs, verbose=pool_verbose, timeout=3600)( delayed(glm_forecast_by_column)( current_series=df[col], X=X, diff --git a/autots/tools/transform.py b/autots/tools/transform.py index f9dc1755..b815eb39 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -5301,7 +5301,7 @@ def get_transformer_params(transformer: str = "EmptyTransformer", method: str = "fake_date": 0.1, "rolling_mean": 0.1, "rolling_mean_24": 0.1, - "IterativeImputer": 0.05, # this parallelizes, uses much memory + "IterativeImputer": 0.025, # this parallelizes, uses much memory "mean": 0.06, "zero": 0.05, "ffill_mean_biased": 0.1, From 6362da1e97d2b9ccd6fed3f8501d31c3a792f837 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Thu, 11 Jan 2024 08:53:41 -0600 Subject: [PATCH 08/17] 0.6.8 a8 --- autots/models/base.py | 15 ++++++++------- autots/models/model_list.py | 2 +- 2 files changed, 9 insertions(+), 8 deletions(-) diff --git a/autots/models/base.py b/autots/models/base.py index 238d7e6c..5efea504 100644 --- a/autots/models/base.py +++ b/autots/models/base.py @@ -511,15 +511,15 @@ def long_form_results( """ upload = pd.melt( self.forecast.rename_axis(index='datetime').reset_index(), - var_name="SeriesID", - value_name="Value", + var_name=id_name, + value_name=value_name, id_vars="datetime", ).set_index("datetime") upload[interval_name] = "50%" upload_upper = pd.melt( self.upper_forecast.rename_axis(index='datetime').reset_index(), - var_name="SeriesID", - value_name="Value", + var_name=id_name, + value_name=value_name, id_vars="datetime", ).set_index("datetime") upload_upper[ @@ -527,8 +527,8 @@ def long_form_results( ] = f"{round(100 - ((1- self.prediction_interval)/2) * 100, 0)}%" upload_lower = pd.melt( self.lower_forecast.rename_axis(index='datetime').reset_index(), - var_name="SeriesID", - value_name="Value", + var_name=id_name, + value_name=value_name, id_vars="datetime", ).set_index("datetime") upload_lower[ @@ -537,7 +537,8 @@ def long_form_results( upload = pd.concat([upload, upload_upper, upload_lower], axis=0) if datetime_column is not None: - upload = upload.reset_index(drop=False, names=datetime_column) + upload.index.name = str(datetime_column) + upload = upload.reset_index(drop=False) if update_datetime_name is not None: upload[update_datetime_name] = datetime.datetime.utcnow() return upload diff --git a/autots/models/model_list.py b/autots/models/model_list.py index 7784d6a8..bc0a7627 100644 --- a/autots/models/model_list.py +++ b/autots/models/model_list.py @@ -111,7 +111,7 @@ 'Cassandra': 0.6, 'SeasonalityMotif': 1.5, 'FFT': 0.8, - "BallTreeMultivariateMotif": 1, # keep an eye on RAM + "BallTreeMultivariateMotif": 0.4, # keep an eye on RAM, not the fastest at scale but works... } # models that can scale well if many CPU cores are available parallel = { From 3f091e96042412a3bea52645d2857ec6b61b3a05 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Sat, 13 Jan 2024 16:26:09 -0600 Subject: [PATCH 09/17] 0.6.8 a9 --- autots/evaluator/auto_ts.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index eee52487..128f7f80 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -2359,7 +2359,7 @@ def export_template( self, filename=None, models: str = 'best', - n: int = 20, + n: int = 40, max_per_model_class: int = None, include_results: bool = False, unpack_ensembles: bool = False, @@ -2520,6 +2520,7 @@ def import_template( include_ensemble (bool): if enforce_model_list is True, this specifies whether to allow ensembles anyway (otherwise they are unpacked and parts kept) include_horizontal (bool): if enforce_model_list is True, this specifies whether to allow ensembles except horizontal (overridden by keep_ensemble) force_validation (bool): if True, all models imported here will automatically get sent to full cross validation (regardless of first eval performance) + weird behavior can occur wtih force_validation if another template is added later with method=='only'. In that case, model.validate_import should be erased by setting to None """ if method.lower() in ['add on', 'addon', 'add_on']: addon_flag = True From 2b42e2805272c91b0c3f312984b9e5edb6e9da7b Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Mon, 15 Jan 2024 12:58:27 -0600 Subject: [PATCH 10/17] 0.6.8 a10 --- TODO.md | 8 +-- autots/tools/transform.py | 128 +++++++++++++++++++++++++++++++++++++- 2 files changed, 130 insertions(+), 6 deletions(-) diff --git a/TODO.md b/TODO.md index 926b0985..38372f76 100644 --- a/TODO.md +++ b/TODO.md @@ -12,11 +12,9 @@ * The most recent data will generally be the most important * Forecasts are desired for the future immediately following the most recent data. -# 0.6.7 🇺🇦 🇺🇦 🇺🇦 -* Cassandra bug fix -* isolated_only to anomaly methods -* matse metric is possibly temporary and not added to per series weighting options -* added HistoricValues transformer +# 0.6.8 🇺🇦 🇺🇦 🇺🇦 +* bug fixes, robust for OpenBLAS nan handling kernel failures +* added BKBandpassFilter ### Unstable Upstream Pacakges (those that are frequently broken by maintainers) * Pytorch-Forecasting diff --git a/autots/tools/transform.py b/autots/tools/transform.py index b815eb39..c212d885 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -30,12 +30,14 @@ from scipy.signal import butter, sosfiltfilt, savgol_filter from scipy.optimize import curve_fit from scipy.stats import norm + from scipy.signal import fftconvolve except Exception: norm = lambda x: 0.05 curve_fit = lambda x: "scipy import failed" butter = lambda x: "scipy import failed" sosfiltfilt = lambda x: "scipy import failed" savgol_filter = lambda x: "scipy import failed" + fftconvolve = lambda x: "scipy import failed" try: from joblib import Parallel, delayed @@ -4609,6 +4611,124 @@ def get_new_params(method: str = "random"): } +def bkfilter_st(x, low=6, high=32, K=12, lanczos_factor=False): + """This code is mostly from Statsmodel's bkfilter function.""" + # input is array + omega_1 = 2. * np.pi / high # convert from freq. to periodicity + omega_2 = 2. * np.pi / low + bweights = np.zeros(2 * K + 1) + bweights[K] = (omega_2 - omega_1) / np.pi # weight at zero freq. + j = np.arange(1, int(K) + 1) + weights = 1 / (np.pi * j) * (np.sin(omega_2 * j) - np.sin(omega_1 * j)) + if lanczos_factor: + lanczos_factors = np.sinc(2 * j / (2. * K + 1)) + weights *= lanczos_factors + bweights[K + j] = weights # j is an idx + bweights[:K] = weights[::-1] # make symmetric weights + bweights -= bweights.mean() # make sure weights sum to zero + if x.ndim == 2: + bweights = bweights[:, None] + return fftconvolve(x, bweights, mode='valid') + + +class BKBandpassFilter(EmptyTransformer): + """More complete implentation of Baxter King Bandpass Filter + based off the successful but somewhat confusing statmodelsfilter transformer. + + Args: + window (int): or None, the most recent n history to use for alignment + """ + + def __init__( + self, + low: int = 6, + high: int = 32, + K: int = 1, + lanczos_factor: int = False, + return_diff: int = True, + **kwargs, + ): + super().__init__(name="HistoricValues") + self.low = low + self.high = high + self.K = K + self.lanczos_factor = lanczos_factor + self.return_diff = return_diff + + def _fit(self, df): + """Learn behavior of data to change. + + Args: + df (pandas.DataFrame): input dataframe + """ + + return df + + def fit(self, df): + """Learn behavior of data to change. + + Args: + df (pandas.DataFrame): input dataframe + """ + self._fit(df) + return self + + def transform(self, df): + """Return changed data. + + Args: + df (pandas.DataFrame): input dataframe + """ + cycles = bkfilter_st( + np.asarray(df), low=self.low, high=self.high, K=self.K, + lanczos_factor=self.lanczos_factor + ) + if self.return_diff: + N = cycles.shape[0] + start_index = (df.shape[0] - N) // 2 + end_index = start_index + N + cycles = pd.DataFrame( + cycles, index=df.index[start_index:end_index], columns=df.columns + ).reindex(df.index, fill_value=0) + return (df - cycles).ffill().bfill() + else: + # so the output is actually centered but using the tail axis for forecasting effectiveness + return pd.DataFrame( + cycles, + columns=df.columns, index=df.index[-cycles.shape[0]:] + ) + + def inverse_transform(self, df, trans_method: str = "forecast"): + """Return data to original *or* forecast form. + + Args: + df (pandas.DataFrame): input dataframe + """ + return df + + def fit_transform(self, df): + """Fits and Returns *Magical* DataFrame. + + Args: + df (pandas.DataFrame): input dataframe + """ + return self.transform(df) + + @staticmethod + def get_new_params(method: str = "random"): + """Generate new random parameters""" + return { + "low": random.choices([6, 4, 7, 12, 8, 28], [0.6, 0.1, 0.1, 0.1, 0.05, 0.05])[0], + "high": random.choices([32, 40, 90, 28, 364, 728], [0.5, 0.1, 0.1, 0.1, 0.15, 0.05])[0], + "K": random.choices([1, 3, 6, 12, 25], [0.6, 0.1, 0.1, 0.1, 0.1])[0], + "lanczos_factor": random.choices( + [True, False], + [0.2, 0.8], + )[0], + "return_diff": random.choices([True, False], [0.7, 0.3])[0], + } + + # lookup dict for all non-parameterized transformers trans_dict = { "None": EmptyTransformer(), @@ -4689,6 +4809,7 @@ def get_new_params(method: str = "random"): "AlignLastDiff": AlignLastDiff, "DiffSmoother": DiffSmoother, "HistoricValues": HistoricValues, + "BKBandpassFilter": BKBandpassFilter, } # where results will vary if not all series are included together shared_trans = [ @@ -4790,6 +4911,8 @@ class GeneralTransformer(object): "ReplaceConstant": replace a value with NaN, optionally fillna then later reintroduce "AlignLastDiff": shift forecast to be within range of historical diffs "DiffSmoother": smooth diffs then return to original space + "HistoricValues": match predictions to most similar historic value and overwrite + "BKBandpassFilter": another version of the Baxter King bandpass filter transformation_params (dict): params of transformers {0: {}, 1: {'model': 'Poisson'}, ...} pass through dictionary of empty dictionaries to utilize defaults @@ -5235,6 +5358,7 @@ def get_transformer_params(transformer: str = "EmptyTransformer", method: str = "AlignLastDiff": 0.01, "DiffSmoother": 0.005, "HistoricValues": 0.01, + "BKBandpassFilter": 0.01, } # and even more, not just removing slow but also less commonly useful ones @@ -5258,6 +5382,7 @@ def get_transformer_params(transformer: str = "EmptyTransformer", method: str = "EWMAFilter": 0.01, "AlignLastValue": 0.05, "AlignLastDiff": 0.05, + # "HistoricValues": 0.01, # need to test more } # Split tranformers by type # filters that remain near original space most of the time @@ -5270,8 +5395,9 @@ def get_transformer_params(transformer: str = "EmptyTransformer", method: str = "AlignLastValue": 0.15, "KalmanSmoothing": 0.05, "ClipOutliers": 0.1, - "RegressionFilter": 0.05, + "RegressionFilter": 0.005, "FFTFilter": 0.01, + "BKBandpassFilter": 0.005, } scalers = { "MinMaxScaler": 0.05, From 780f24db5b00a01aaff91bcba2ab0cd1d038a126 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Tue, 16 Jan 2024 01:10:26 -0600 Subject: [PATCH 11/17] 0.6.8 a11 --- TODO.md | 1 + autots/evaluator/auto_ts.py | 163 ++++++++++++++++++++++++++++++------ tests/test_autots.py | 46 ++++++++++ 3 files changed, 183 insertions(+), 27 deletions(-) diff --git a/TODO.md b/TODO.md index 38372f76..bf1e9d2e 100644 --- a/TODO.md +++ b/TODO.md @@ -15,6 +15,7 @@ # 0.6.8 🇺🇦 🇺🇦 🇺🇦 * bug fixes, robust for OpenBLAS nan handling kernel failures * added BKBandpassFilter +* added expand_horizontal for scaling mosaics ### Unstable Upstream Pacakges (those that are frequently broken by maintainers) * Pytorch-Forecasting diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index 128f7f80..6f0b38ec 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -1795,7 +1795,6 @@ def fit( print( f"Horizontal/Mosaic Ensembling Error: {repr(e)}: {''.join(tb.format_exception(None, e, e.__traceback__))}" ) - # hens_model_results = TemplateEvalObject().model_results.copy() # rerun validation_results aggregation with new models added self = self.validation_agg() @@ -1925,11 +1924,17 @@ def parse_best_model(self): "no best model present. Run .fit() of the AutoTS class first." ) self.best_model_name = self.best_model['Model'].iloc[0] - self.best_model_id = self.best_model['ID'].iloc[0] self.best_model_params = json.loads(self.best_model['ModelParameters'].iloc[0]) self.best_model_transformation_params = json.loads( self.best_model['TransformationParameters'].iloc[0] ) + if "ID" not in self.best_model.columns: + self.best_model['ID'] = create_model_id( + self.best_model_name, + self.best_model_params, + self.best_model_transformation_params, + ) + self.best_model_id = self.best_model['ID'].iloc[0] self.best_model_ensemble = self.best_model['Ensemble'].iloc[0] # flag if is any type of ensemble self.ensemble_check = int(self.best_model_ensemble > 0) @@ -1977,6 +1982,7 @@ def _run_template( model_count=None, current_generation=0, result_file=None, + return_template=False # if True, return rather than save to object ): """Get results for one batch of models.""" model_count = self.model_count if model_count is None else model_count @@ -2026,14 +2032,18 @@ def _run_template( self.template_result_error = template_result.model_results.copy() self.template_error = template.copy() # gather results of template run - self.initial_results = self.initial_results.concat(template_result) - self.initial_results.model_results['Score'] = generate_score( - self.initial_results.model_results, - metric_weighting=self.metric_weighting, - prediction_interval=self.prediction_interval, - ) + if not return_template: + self.initial_results = self.initial_results.concat(template_result) + self.initial_results.model_results['Score'] = generate_score( + self.initial_results.model_results, + metric_weighting=self.metric_weighting, + prediction_interval=self.prediction_interval, + ) + else: + return template_result if result_file is not None: self.initial_results.save(result_file) + return None def _run_validations( self, @@ -2041,10 +2051,14 @@ def _run_validations( num_validations, validation_template, future_regressor, - first_validation=True, - skip_first_index=True, + first_validation=True, # if any validation run and indices generated + skip_first_index=True, # assuming first eval already done + return_template=False, # if True, return template instead of storing in self + subset_override=False, # if True, force not to subset ): """Loop through a template for n validation segments.""" + if return_template: + result_overall = TemplateEvalObject() for y in range(num_validations): cslc = y + 1 if skip_first_index else y if self.verbose > 0: @@ -2053,7 +2067,7 @@ def _run_validations( current_slice = df_wide_numeric.reindex(self.validation_indexes[cslc]) # subset series (if used) and take a new train/test split - if self.subset_flag: + if self.subset_flag and not subset_override: # mosaic can't handle different cols in each validation if self.mosaic_used: rand_st = self.random_seed @@ -2113,7 +2127,7 @@ def _run_validations( ] = np.nan # run validation template on current slice - self._run_template( + result = self._run_template( validation_template, val_df_train, val_df_test, @@ -2124,9 +2138,14 @@ def _run_validations( max_generations="0", model_count=0, result_file=None, + return_template=return_template, ) - - self = self.validation_agg() + if return_template: + result_overall = result_overall.concat(result) + if return_template: + return result_overall + else: + self = self.validation_agg() def _predict( self, @@ -2652,21 +2671,30 @@ def import_results(self, filename): self.initial_results = self.initial_results.concat(new_obj) return self - def _generate_mosaic_template(self, df_subset=None, models_to_use=None): + def _generate_mosaic_template( + self, df_subset=None, models_to_use=None, ensemble=None, + initial_results=None + ): # can probably replace df_subset.columns with self.initial_results.per_series_mae.columns + if initial_results is None: + initial_results = self.initial_results if df_subset is None: - cols = self.initial_results.per_series_mae.columns + cols = initial_results.per_series_mae.columns else: cols = df_subset.columns + if ensemble is None: + ensemble = self.ensemble + weight_per_value = ( - np.asarray(self.initial_results.full_mae_errors) + np.asarray(initial_results.full_mae_errors) * self.metric_weighting.get('mae_weighting', 0.0) - + np.asarray(self.initial_results.full_pl_errors) + + np.asarray(initial_results.full_pl_errors) * self.metric_weighting.get('spl_weighting', 0.0) - + np.asarray(self.initial_results.squared_errors) + + np.asarray(initial_results.squared_errors) * self.metric_weighting.get('rmse_weighting', 0.0) ) - mosaic_ensembles = [x for x in self.ensemble if "mosaic" in x] + + mosaic_ensembles = [x for x in ensemble if "mosaic" in x] ensemble_templates = pd.DataFrame() for mos in mosaic_ensembles: try: @@ -2674,13 +2702,13 @@ def _generate_mosaic_template(self, df_subset=None, models_to_use=None): # choose metric to optimize on met = mosaic_config.get("metric", "mae") if met in ["spl", "pl"]: - errs = self.initial_results.full_pl_errors + errs = initial_results.full_pl_errors elif met == "se": - errs = self.initial_results.squared_errors + errs = initial_results.squared_errors elif met == "weighted": errs = weight_per_value else: - errs = self.initial_results.full_mae_errors + errs = initial_results.full_mae_errors # process for crosshair if mosaic_config.get("crosshair"): full_mae_err = [generate_crosshair_score(x) for x in errs] @@ -2690,10 +2718,10 @@ def _generate_mosaic_template(self, df_subset=None, models_to_use=None): if isinstance(mosaic_config.get("n_models"), (int, float)): # find a way of parsing it down to n models to use total_vals = self.num_validations + 1 - local_results = self.initial_results.model_results.copy() + local_results = initial_results.model_results.copy() id_array, errors_array = process_mosaic_arrays( local_results, - full_mae_ids=self.initial_results.full_mae_ids, + full_mae_ids=initial_results.full_mae_ids, full_mae_errors=full_mae_err, total_vals=total_vals, models_to_use=models_to_use, @@ -2717,8 +2745,8 @@ def _generate_mosaic_template(self, df_subset=None, models_to_use=None): else: modz = None ens_templates = generate_mosaic_template( - initial_results=self.initial_results.model_results, - full_mae_ids=self.initial_results.full_mae_ids, + initial_results=initial_results.model_results, + full_mae_ids=initial_results.full_mae_ids, num_validations=self.num_validations, col_names=cols, full_mae_errors=full_mae_err, @@ -2820,6 +2848,87 @@ def horizontal_per_generation(self): ) return result + def expand_horizontal(self): + # if not horizontal, skip with message if verbose + if self.best_model_ensemble != 2: + if self.verbose > 0: + print("not using horizontal ensemble, expansion unnecessary") + return self + elif not self.subset_flag: + if self.verbose > 0: + print("not using subset, expansion unnecessary") + return self + else: + # take the chosen best model and run those models on the full dataset + print(f"initial template model_count {self.best_model_params['model_count']}") + self.best_model_original = copy.copy(self.best_model) + + val_temp = unpack_ensemble_models( + self.best_model, + recursive=True, + keep_ensemble=True, + ) + # above didn't remove the horizontal ensembles + val_temp = val_temp[val_temp['Ensemble'] < 2] + initial_results = self._run_validations( + df_wide_numeric=self.df_wide_numeric, + num_validations=self.num_validations + 1, + validation_template=val_temp, + future_regressor=self.future_regressor_train, + first_validation=False, # if any validation run and indices generated + skip_first_index=False, # assuming first eval already done + return_template=True, # if True, return template instead of storing in self + subset_override=True, # if True, force not to subset + ) + + validation_results = copy.copy(initial_results) + validation_results = validation_aggregation( + validation_results, df_train=self.df_wide_numeric + ) + + # only models in all runs successfully + # could modify to filter slow models + models_to_use = validation_results.model_results[validation_results.model_results['Runs'] >= self.num_validations]['ID'].tolist() + + ensemble_type = str(self.best_model_params['model_name']).lower() + + if 'mosaic' not in ensemble_type: + initial_results.model_results['Score'] = generate_score( + initial_results.model_results, + metric_weighting=self.metric_weighting, + prediction_interval=self.prediction_interval, + ) + score_per_series = generate_score_per_series( + initial_results, + metric_weighting=self.metric_weighting, + total_validations=(self.num_validations + 1), + ) + # may return multiple + ens_templates = HorizontalTemplateGenerator( + score_per_series, + model_results=initial_results.model_results, + forecast_length=self.forecast_length, + ensemble=['horizontal-max'], + subset_flag=False, + only_specified=True, + ) + else: + ens_templates = self._generate_mosaic_template( + self.df_wide_numeric, models_to_use=models_to_use, + ensemble=[self.best_model_params['model_metric']], + initial_results=initial_results + ) + self.expansion_results = initial_results + if ens_templates.empty: + print(models_to_use) + raise ValueError("expansion returned empty template") + self.best_model = ens_templates + print(f"ensemble expanded model_count: {self.model_count}") + + # give a more convenient dict option + self.parse_best_model() + return self + def plot_horizontal_per_generation( self, title="Horizontal Ensemble Accuracy Gain (first eval sample only)", diff --git a/tests/test_autots.py b/tests/test_autots.py index 889c8970..87a6acfd 100644 --- a/tests/test_autots.py +++ b/tests/test_autots.py @@ -422,6 +422,51 @@ def test_univariate1step(self): self.assertEqual(forecast_length, len(forecasts_df.index)) self.assertTrue((expected_idx == pd.DatetimeIndex(forecasts_df.index)).all()) + def test_subset_expansion(self): + # probably has room for testing some more things as well + df = load_daily(long=True) + forecast_length = 28 + model = AutoTS( + forecast_length=forecast_length, + frequency='infer', + max_generations=10, + validation_method="seasonal", + model_list="superfast", + ensemble = [ + "horizontal-max", + "mosaic-weighted-0-10", + "mosaic-mae-crosshair-0-20", + ], + n_jobs=2, + verbose=-1, + subset=4, + ) + model = model.fit( + df, + ) + model.expand_horizontal() + self.assertEqual( + sorted(json.loads(model.best_model_original.iloc[0]['ModelParameters'])['models'].keys()), + sorted(json.loads(model.best_model.iloc[0]['ModelParameters'])['models'].keys()), + msg="model expansion failed to use the same models (in the same order)" + ) + self.assertEqual( + len(json.loads(model.best_model_original.iloc[0]['ModelParameters'])['series'].keys()), + df.shape[1], + msg="model expansion failed to expand to all df columns" + ) + prediction = model.predict(verbose=0) + forecasts_df = prediction.forecast + initial_results = model.results() + + check_fails = initial_results.groupby("Model")["mae"].count() > 0 + self.assertTrue(check_fails.all(), msg=f"These models failed: {check_fails[~check_fails].index.tolist()}. It is more likely a package install problem than a code problem") + # check the generated forecasts look right + self.assertEqual(forecasts_df.shape[0], forecast_length) + self.assertEqual(forecasts_df.shape[1], df.shape[1]) + self.assertFalse(forecasts_df.isna().any().any()) + self.assertEqual(forecast_length, len(forecasts_df.index)) + def test_all_models_load(self): print("Starting test_all_models_load") # make sure it can at least load a template of all models @@ -634,6 +679,7 @@ def test_transforms(self): "FFTFilter", "ReplaceConstant", "AlignLastDiff", # new 0.6.2 # "FFTDecomposition", # new in 0.6.2 # "HistoricValues", # new in 0.6.7 + # "BKBandpassFilter", # new in 0.6.8 ] timings = {} From b0bf024c7e0426fa1408f055b81d6ef78205f01d Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Tue, 16 Jan 2024 20:47:04 -0600 Subject: [PATCH 12/17] 0.6.8. a12 --- autots/evaluator/auto_ts.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index 6f0b38ec..b9faf268 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -2849,6 +2849,9 @@ def horizontal_per_generation(self): return result def expand_horizontal(self): + """Enables expanding horizontal models trained on a subset to full data. + Reruns template models and generates new template. + """ # if not horizontal, skip with message if verbose if self.best_model_ensemble != 2: if self.verbose > 0: From c34c9f1febecc11624b4a1b972ba149c09cc27bd Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Tue, 16 Jan 2024 21:30:03 -0600 Subject: [PATCH 13/17] 0.6.8 a13 --- autots/__init__.py | 2 +- autots/models/model_list.py | 4 ++-- docs/conf.py | 2 +- pyproject.toml | 2 +- setup.py | 2 +- tests/test_autots.py | 13 +++++++++---- 6 files changed, 15 insertions(+), 10 deletions(-) diff --git a/autots/__init__.py b/autots/__init__.py index 7f087181..94cc7289 100644 --- a/autots/__init__.py +++ b/autots/__init__.py @@ -26,7 +26,7 @@ from autots.models.cassandra import Cassandra -__version__ = '0.6.7' +__version__ = '0.6.8' TransformTS = GeneralTransformer diff --git a/autots/models/model_list.py b/autots/models/model_list.py index bc0a7627..75331044 100644 --- a/autots/models/model_list.py +++ b/autots/models/model_list.py @@ -58,7 +58,7 @@ 'GLM': 1, 'ETS': 1, 'FBProphet': 0.5, - 'GluonTS': 0.5, + # 'GluonTS': 0.5, 'UnobservedComponents': 1, 'VAR': 1, 'VECM': 1, @@ -75,7 +75,7 @@ 'ARDL': 1, 'ARCH': 1, 'MetricMotif': 1, - # 'SeasonalityMotif': 1, + 'SeasonalityMotif': 1, } # fastest models at any scale superfast = [ diff --git a/docs/conf.py b/docs/conf.py index 8a8b25c8..4dcdee24 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -25,7 +25,7 @@ # import AutoTS # from AutoTS import __version__ # release = __version__ -release = "0.6.7" +release = "0.6.8" # -- General configuration --------------------------------------------------- diff --git a/pyproject.toml b/pyproject.toml index 357dfccb..25207914 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta" [project] name = "autots" -version = "0.6.7" +version = "0.6.8" authors = [ { name="Colin Catlin", email="colin.catlin@gmail.com" }, ] diff --git a/setup.py b/setup.py index aa631a6e..b0b4c394 100644 --- a/setup.py +++ b/setup.py @@ -32,7 +32,7 @@ setuptools.setup( name="AutoTS", - version="0.6.7", + version="0.6.8", author="Colin Catlin", author_email="colin.catlin@syllepsis.live", description="Automated Time Series Forecasting", diff --git a/tests/test_autots.py b/tests/test_autots.py index 87a6acfd..1f9de605 100644 --- a/tests/test_autots.py +++ b/tests/test_autots.py @@ -424,7 +424,8 @@ def test_univariate1step(self): def test_subset_expansion(self): # probably has room for testing some more things as well - df = load_daily(long=True) + long = True + df = load_daily(long=long) forecast_length = 28 model = AutoTS( forecast_length=forecast_length, @@ -443,6 +444,9 @@ def test_subset_expansion(self): ) model = model.fit( df, + date_col="datetime" if long else None, + value_col="value" if long else None, + id_col="series_id" if long else None, ) model.expand_horizontal() self.assertEqual( @@ -450,9 +454,10 @@ def test_subset_expansion(self): sorted(json.loads(model.best_model.iloc[0]['ModelParameters'])['models'].keys()), msg="model expansion failed to use the same models (in the same order)" ) + num_series = len(df['series_id'].unique().tolist()) if long else df.shape[1] self.assertEqual( - len(json.loads(model.best_model_original.iloc[0]['ModelParameters'])['series'].keys()), - df.shape[1], + len(json.loads(model.best_model.iloc[0]['ModelParameters'])['series'].keys()), + num_series, msg="model expansion failed to expand to all df columns" ) prediction = model.predict(verbose=0) @@ -463,7 +468,7 @@ def test_subset_expansion(self): self.assertTrue(check_fails.all(), msg=f"These models failed: {check_fails[~check_fails].index.tolist()}. It is more likely a package install problem than a code problem") # check the generated forecasts look right self.assertEqual(forecasts_df.shape[0], forecast_length) - self.assertEqual(forecasts_df.shape[1], df.shape[1]) + self.assertEqual(forecasts_df.shape[1], num_series) self.assertFalse(forecasts_df.isna().any().any()) self.assertEqual(forecast_length, len(forecasts_df.index)) From cdf501d0f9fa9f9d0f7ec419012f6b0a44d4f42e Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Tue, 16 Jan 2024 22:45:19 -0600 Subject: [PATCH 14/17] 0.6.8 a14 --- autots/tools/transform.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/autots/tools/transform.py b/autots/tools/transform.py index c212d885..8c1fceda 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -119,7 +119,7 @@ def remove_outliers(df, std_threshold: float = 3): return df -def clip_outliers(df, std_threshold: float = 3): +def clip_outliers(df, std_threshold: float = 4): """Replace outliers above threshold with that threshold. Axis = 0. Args: @@ -1612,7 +1612,7 @@ def get_new_params(method: str = "random"): if method_c == "remove": fillna_c = random.choice(["ffill", "mean", "rolling_mean_24"]) choice = random.choices( - [1, 2, 3, 3.5, 4, 5], [0.1, 0.2, 0.2, 0.2, 0.2, 0.1], k=1 + [1, 2, 3, 3.5, 4, 4.5, 5], [0.1, 0.2, 0.2, 0.2, 0.4, 0.1, 0.1], k=1 )[0] return { "method": method_c, @@ -5382,7 +5382,9 @@ def get_transformer_params(transformer: str = "EmptyTransformer", method: str = "EWMAFilter": 0.01, "AlignLastValue": 0.05, "AlignLastDiff": 0.05, - # "HistoricValues": 0.01, # need to test more + "HistoricValues": 0.005, # need to test more + "CenterSplit": 0.005, + # "BKBandpassFilter": 0.01, } # Split tranformers by type # filters that remain near original space most of the time @@ -5636,7 +5638,7 @@ def random_cleaners(): "fillna": None, "transformations": {"0": "ClipOutliers"}, "transformation_params": { - "0": {"method": "clip", "std_threshold": 3}, + "0": {"method": "clip", "std_threshold": 4}, }, }, { From 83651dcc878839302b9f0f8dfa3209a63f6d4232 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Wed, 17 Jan 2024 20:30:48 -0600 Subject: [PATCH 15/17] 0.6.8 a15 --- autots/evaluator/auto_model.py | 3 ++- autots/evaluator/auto_ts.py | 2 +- autots/models/model_list.py | 1 + autots/tools/transform.py | 10 +++++----- tests/test_anomalies.py | 2 +- tests/test_autots.py | 2 ++ tests/test_event_forecasting.py | 1 + 7 files changed, 13 insertions(+), 8 deletions(-) diff --git a/autots/evaluator/auto_model.py b/autots/evaluator/auto_model.py index cf527a52..c30e4f26 100644 --- a/autots/evaluator/auto_model.py +++ b/autots/evaluator/auto_model.py @@ -785,7 +785,8 @@ def __init__( if self.transformation_dict is None: self.transformation_dict = {} self.transformer_object = GeneralTransformer( - **self.transformation_dict, n_jobs=n_jobs, holiday_country=holiday_country + **self.transformation_dict, n_jobs=n_jobs, + holiday_country=holiday_country, verbose=self.verbose, ) self.model = ModelMonster( model_str, diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index b9faf268..7a2e9363 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -727,7 +727,7 @@ def get_new_params(method='random'): }, 'random', ], - [0.9, 0.1, 0.05, 0.1, 0.1, 0.1, 0.1, 0.05, 0.15, 0.05, 0.1], + [0.9, 0.1, 0.05, 0.1, 0.1, 0.1, 0.1, 0.05, 0.15, 0.015, 0.1], )[0] if preclean_choice == "random": preclean_choice = RandomTransform( diff --git a/autots/models/model_list.py b/autots/models/model_list.py index 75331044..50b859b6 100644 --- a/autots/models/model_list.py +++ b/autots/models/model_list.py @@ -86,6 +86,7 @@ 'SeasonalNaive', # 'MetricMotif', 'SeasonalityMotif', + 'SectionalMotif', # not entirely sure but so far this is pretty fast ] # relatively fast fast = { diff --git a/autots/tools/transform.py b/autots/tools/transform.py index 8c1fceda..da765aba 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -1441,7 +1441,7 @@ def inverse_transform(self, df, trans_method: str = "forecast"): else: df_len = df.shape[0] df = pd.concat([self.last_values, df], axis=0) - if df.isnull().values.any(): + if df.isnull().to_numpy().any(): raise ValueError("NaN in DifferencedTransformer.inverse_transform") return df.cumsum().tail(df_len) @@ -5179,8 +5179,8 @@ def _fit(self, df): df = self._fit_one(df, i) except Exception as e: err_str = f"Transformer {self.transformations[i]} failed on fit" - if self.verbose >= 2: - err_str += " from params {self.fillna} {self.transformation_params}" + if self.verbose >= 1: + err_str += f" from params {self.fillna} {self.transformation_params}" raise Exception(err_str) from e # df = df.replace([np.inf, -np.inf], 0) # .fillna(0) return df @@ -5277,8 +5277,8 @@ def inverse_transform( df = self._inverse_one(df, i, trans_method=trans_method, bounds=bounds) except Exception as e: err_str = f"Transformer {self.c_trans_n} failed on inverse" - if self.verbose >= 2: - err_str += " from params {self.fillna} {self.transformation_params}" + if self.verbose >= 1: + err_str += f" from params {self.fillna} {self.transformation_params}" raise Exception(err_str) from e if fillzero: diff --git a/tests/test_anomalies.py b/tests/test_anomalies.py index a8e43548..4b7e0e70 100644 --- a/tests/test_anomalies.py +++ b/tests/test_anomalies.py @@ -69,7 +69,7 @@ def test_anomaly_holiday_detectors(self): # detected = mod.anomalies # print(params) # mod.plot() - self.assertEqual(mod.anomalies.shape, (self.df.shape[0], num_cols)) + self.assertEqual(mod.anomalies.shape, (self.df.shape[0], num_cols), msg=f"from params {params}") mod = AnomalyDetector(output='univariate', **params) mod.detect(self.df[np.random.choice(self.df.columns, num_cols, replace=False)]) diff --git a/tests/test_autots.py b/tests/test_autots.py index 1f9de605..30dc1472 100644 --- a/tests/test_autots.py +++ b/tests/test_autots.py @@ -377,6 +377,7 @@ def test_load_datasets(self): def test_new_params(self): params = AutoTS.get_new_params() self.assertIsInstance(params, dict) + model = AutoTS(**params) # noqa def test_univariate1step(self): print("Starting test_univariate1step") @@ -441,6 +442,7 @@ def test_subset_expansion(self): n_jobs=2, verbose=-1, subset=4, + remove_leading_zeroes=True, ) model = model.fit( df, diff --git a/tests/test_event_forecasting.py b/tests/test_event_forecasting.py index bf1759c5..b7581b16 100644 --- a/tests/test_event_forecasting.py +++ b/tests/test_event_forecasting.py @@ -32,6 +32,7 @@ def test_event_risk(self): lower_limit=lower_limit, model_forecast_kwargs={ "max_generations": 6, + "verbose": 1, } ) # .fit() is optional if model_name, model_param_dict, model_transform_dict are already defined (overwrites) From 416b3664c881eb23ba62d0f4f9850e4938d61ded Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Wed, 17 Jan 2024 23:38:40 -0600 Subject: [PATCH 16/17] 0.6.8 --- autots/evaluator/auto_model.py | 6 +- autots/evaluator/auto_ts.py | 34 ++++---- autots/models/sklearn.py | 4 +- autots/tools/fast_kalman.py | 4 +- autots/tools/transform.py | 24 ++++-- docs/build/doctrees/environment.pickle | Bin 9319044 -> 9371336 bytes docs/build/doctrees/source/autots.doctree | Bin 911239 -> 915173 bytes .../doctrees/source/autots.evaluator.doctree | Bin 896903 -> 900110 bytes .../doctrees/source/autots.tools.doctree | Bin 1640779 -> 1668574 bytes docs/build/html/.buildinfo | 2 +- .../html/_static/documentation_options.js | 2 +- docs/build/html/genindex.html | 30 +++++-- docs/build/html/index.html | 2 +- docs/build/html/objects.inv | Bin 7803 -> 7847 bytes docs/build/html/py-modindex.html | 2 +- docs/build/html/search.html | 2 +- docs/build/html/searchindex.js | 2 +- docs/build/html/source/autots.datasets.html | 2 +- docs/build/html/source/autots.evaluator.html | 17 +++- docs/build/html/source/autots.html | 33 +++++-- docs/build/html/source/autots.models.html | 2 +- docs/build/html/source/autots.templates.html | 2 +- docs/build/html/source/autots.tools.html | 81 ++++++++++++++++-- docs/build/html/source/intro.html | 2 +- docs/build/html/source/modules.html | 3 +- docs/build/html/source/tutorial.html | 2 +- 26 files changed, 198 insertions(+), 60 deletions(-) diff --git a/autots/evaluator/auto_model.py b/autots/evaluator/auto_model.py index c30e4f26..054212ac 100644 --- a/autots/evaluator/auto_model.py +++ b/autots/evaluator/auto_model.py @@ -785,8 +785,10 @@ def __init__( if self.transformation_dict is None: self.transformation_dict = {} self.transformer_object = GeneralTransformer( - **self.transformation_dict, n_jobs=n_jobs, - holiday_country=holiday_country, verbose=self.verbose, + **self.transformation_dict, + n_jobs=n_jobs, + holiday_country=holiday_country, + verbose=self.verbose, ) self.model = ModelMonster( model_str, diff --git a/autots/evaluator/auto_ts.py b/autots/evaluator/auto_ts.py index 7a2e9363..5a4098c4 100644 --- a/autots/evaluator/auto_ts.py +++ b/autots/evaluator/auto_ts.py @@ -1982,7 +1982,7 @@ def _run_template( model_count=None, current_generation=0, result_file=None, - return_template=False # if True, return rather than save to object + return_template=False, # if True, return rather than save to object ): """Get results for one batch of models.""" model_count = self.model_count if model_count is None else model_count @@ -2263,7 +2263,7 @@ def predict( just_point_forecast: bool = False, fail_on_forecast_nan: bool = True, verbose: int = 'self', - df = None, + df=None, ): """Generate forecast data immediately following dates of index supplied to .fit(). @@ -2672,9 +2672,8 @@ def import_results(self, filename): return self def _generate_mosaic_template( - self, df_subset=None, models_to_use=None, ensemble=None, - initial_results=None - ): + self, df_subset=None, models_to_use=None, ensemble=None, initial_results=None + ): # can probably replace df_subset.columns with self.initial_results.per_series_mae.columns if initial_results is None: initial_results = self.initial_results @@ -2684,7 +2683,7 @@ def _generate_mosaic_template( cols = df_subset.columns if ensemble is None: ensemble = self.ensemble - + weight_per_value = ( np.asarray(initial_results.full_mae_errors) * self.metric_weighting.get('mae_weighting', 0.0) @@ -2863,9 +2862,11 @@ def expand_horizontal(self): return self else: # take the chosen best model and run those models on the full dataset - print(f"initial template model_count {self.best_model_params['model_count']}") + print( + f"initial template model_count {self.best_model_params['model_count']}" + ) self.best_model_original = copy.copy(self.best_model) - + val_temp = unpack_ensemble_models( self.best_model, recursive=True, @@ -2888,13 +2889,15 @@ def expand_horizontal(self): validation_results = validation_aggregation( validation_results, df_train=self.df_wide_numeric ) - + # only models in all runs successfully # could modify to filter slow models - models_to_use = validation_results.model_results[validation_results.model_results['Runs'] >= self.num_validations]['ID'].tolist() - + models_to_use = validation_results.model_results[ + validation_results.model_results['Runs'] >= self.num_validations + ]['ID'].tolist() + ensemble_type = str(self.best_model_params['model_name']).lower() - + if 'mosaic' not in ensemble_type: initial_results.model_results['Score'] = generate_score( initial_results.model_results, @@ -2917,9 +2920,10 @@ def expand_horizontal(self): ) else: ens_templates = self._generate_mosaic_template( - self.df_wide_numeric, models_to_use=models_to_use, + self.df_wide_numeric, + models_to_use=models_to_use, ensemble=[self.best_model_params['model_metric']], - initial_results=initial_results + initial_results=initial_results, ) self.expansion_results = initial_results if ens_templates.empty: @@ -2927,7 +2931,7 @@ def expand_horizontal(self): raise ValueError("expansion returned empty template") self.best_model = ens_templates print(f"ensemble expanded model_count: {self.model_count}") - + # give a more convenient dict option self.parse_best_model() return self diff --git a/autots/models/sklearn.py b/autots/models/sklearn.py index 31986dc4..06ab7d3d 100644 --- a/autots/models/sklearn.py +++ b/autots/models/sklearn.py @@ -2377,7 +2377,9 @@ def predict( def get_new_params(self, method: str = 'random'): """Return dict of new parameters for parameter tuning.""" if method == 'deep': - model_choice = generate_regressor_params(model_dict=datepart_model_dict_deep) + model_choice = generate_regressor_params( + model_dict=datepart_model_dict_deep + ) else: model_choice = generate_regressor_params(model_dict=datepart_model_dict) datepart_choice = random.choices( diff --git a/autots/tools/fast_kalman.py b/autots/tools/fast_kalman.py index f73d1fa1..7a1ae1a5 100644 --- a/autots/tools/fast_kalman.py +++ b/autots/tools/fast_kalman.py @@ -1317,7 +1317,9 @@ def douter(a, b): def dinv(A): "Matrix inverse applied to last two axes" try: - res = np.linalg.inv(np.nan_to_num(A)) # can cause kernel death in OpenBLAS with NaN + res = np.linalg.inv( + np.nan_to_num(A) + ) # can cause kernel death in OpenBLAS with NaN except Exception: res = np.linalg.pinv(A) # slower but more robust return res diff --git a/autots/tools/transform.py b/autots/tools/transform.py index da765aba..3164f5a3 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -4614,14 +4614,14 @@ def get_new_params(method: str = "random"): def bkfilter_st(x, low=6, high=32, K=12, lanczos_factor=False): """This code is mostly from Statsmodel's bkfilter function.""" # input is array - omega_1 = 2. * np.pi / high # convert from freq. to periodicity - omega_2 = 2. * np.pi / low + omega_1 = 2.0 * np.pi / high # convert from freq. to periodicity + omega_2 = 2.0 * np.pi / low bweights = np.zeros(2 * K + 1) bweights[K] = (omega_2 - omega_1) / np.pi # weight at zero freq. j = np.arange(1, int(K) + 1) weights = 1 / (np.pi * j) * (np.sin(omega_2 * j) - np.sin(omega_1 * j)) if lanczos_factor: - lanczos_factors = np.sinc(2 * j / (2. * K + 1)) + lanczos_factors = np.sinc(2 * j / (2.0 * K + 1)) weights *= lanczos_factors bweights[K + j] = weights # j is an idx bweights[:K] = weights[::-1] # make symmetric weights @@ -4680,8 +4680,11 @@ def transform(self, df): df (pandas.DataFrame): input dataframe """ cycles = bkfilter_st( - np.asarray(df), low=self.low, high=self.high, K=self.K, - lanczos_factor=self.lanczos_factor + np.asarray(df), + low=self.low, + high=self.high, + K=self.K, + lanczos_factor=self.lanczos_factor, ) if self.return_diff: N = cycles.shape[0] @@ -4694,8 +4697,7 @@ def transform(self, df): else: # so the output is actually centered but using the tail axis for forecasting effectiveness return pd.DataFrame( - cycles, - columns=df.columns, index=df.index[-cycles.shape[0]:] + cycles, columns=df.columns, index=df.index[-cycles.shape[0] :] ) def inverse_transform(self, df, trans_method: str = "forecast"): 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When it is not found, a full rebuild will be done. -config: 3433d54feec5e695cdb21384031f5947 +config: ad90d5359594a529ad043a18025043d1 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/docs/build/html/_static/documentation_options.js b/docs/build/html/_static/documentation_options.js index e5ac2122..a4582f04 100644 --- a/docs/build/html/_static/documentation_options.js +++ b/docs/build/html/_static/documentation_options.js @@ -1,6 +1,6 @@ var DOCUMENTATION_OPTIONS = { URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'), - VERSION: '0.6.7', + VERSION: '0.6.8', LANGUAGE: 'en', COLLAPSE_INDEX: false, BUILDER: 'html', diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html index 101d633a..9113479d 100644 --- a/docs/build/html/genindex.html +++ b/docs/build/html/genindex.html @@ -5,7 +5,7 @@ <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <title>Index — AutoTS 0.6.7 documentation</title> + <title>Index — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="_static/alabaster.css" /> <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script> @@ -532,14 +532,14 @@ <h2 id="B">B</h2> <li><a href="source/autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.best_model_ensemble">(autots.evaluator.auto_ts.AutoTS attribute)</a> </li> </ul></li> - </ul></td> - <td style="width: 33%; vertical-align: top;"><ul> <li><a href="source/autots.html#autots.AutoTS.best_model_name">best_model_name (autots.AutoTS attribute)</a> <ul> <li><a href="source/autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.best_model_name">(autots.evaluator.auto_ts.AutoTS attribute)</a> </li> </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> <li><a href="source/autots.html#autots.AutoTS.best_model_params">best_model_params (autots.AutoTS attribute)</a> <ul> @@ -567,8 +567,12 @@ <h2 id="B">B</h2> <li><a href="source/autots.models.html#autots.models.ensemble.BestNEnsemble">BestNEnsemble() (in module autots.models.ensemble)</a> </li> <li><a href="source/autots.tools.html#autots.tools.impute.biased_ffill">biased_ffill() (in module autots.tools.impute)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.BKBandpassFilter">BKBandpassFilter (class in autots.tools.transform)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.StatsmodelsFilter.bkfilter">bkfilter() (autots.tools.transform.StatsmodelsFilter method)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.bkfilter_st">bkfilter_st() (in module autots.tools.transform)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.BTCD">BTCD (class in autots.tools.transform)</a> </li> @@ -836,16 +840,22 @@ <h2 id="E">E</h2> </li> <li><a href="source/autots.models.html#autots.models.base.PredictionObject.evaluate">evaluate() (autots.models.base.PredictionObject method)</a>, <a href="source/autots.models.html#id1">[1]</a> </li> - </ul></td> - <td style="width: 33%; vertical-align: top;"><ul> <li><a href="source/autots.html#autots.EventRiskForecast">EventRiskForecast (class in autots)</a> <ul> <li><a href="source/autots.evaluator.html#autots.evaluator.event_forecasting.EventRiskForecast">(class in autots.evaluator.event_forecasting)</a> </li> </ul></li> + </ul></td> + <td style="width: 33%; vertical-align: top;"><ul> <li><a href="source/autots.tools.html#autots.tools.transform.EWMAFilter">EWMAFilter (class in autots.tools.transform)</a> </li> + <li><a href="source/autots.html#autots.AutoTS.expand_horizontal">expand_horizontal() (autots.AutoTS method)</a> + + <ul> + <li><a href="source/autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.expand_horizontal">(autots.evaluator.auto_ts.AutoTS method)</a> +</li> + </ul></li> <li><a href="source/autots.tools.html#autots.tools.transform.exponential_decay">exponential_decay() (in module autots.tools.transform)</a> </li> <li><a href="source/autots.html#autots.AutoTS.export_best_model">export_best_model() (autots.AutoTS method)</a> @@ -1080,6 +1090,8 @@ <h2 id="F">F</h2> <li><a href="source/autots.tools.html#autots.tools.transform.AlignLastValue.fit">(autots.tools.transform.AlignLastValue method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.AnomalyRemoval.fit">(autots.tools.transform.AnomalyRemoval method)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.BKBandpassFilter.fit">(autots.tools.transform.BKBandpassFilter method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.BTCD.fit">(autots.tools.transform.BTCD method)</a> </li> @@ -1200,6 +1212,8 @@ <h2 id="F">F</h2> <li><a href="source/autots.tools.html#autots.tools.transform.AlignLastValue.fit_transform">(autots.tools.transform.AlignLastValue method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.AnomalyRemoval.fit_transform">(autots.tools.transform.AnomalyRemoval method)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.BKBandpassFilter.fit_transform">(autots.tools.transform.BKBandpassFilter method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.BTCD.fit_transform">(autots.tools.transform.BTCD method)</a> </li> @@ -1494,6 +1508,8 @@ <h2 id="G">G</h2> <li><a href="source/autots.tools.html#autots.tools.transform.AlignLastValue.get_new_params">(autots.tools.transform.AlignLastValue static method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.AnomalyRemoval.get_new_params">(autots.tools.transform.AnomalyRemoval static method)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.BKBandpassFilter.get_new_params">(autots.tools.transform.BKBandpassFilter static method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.BTCD.get_new_params">(autots.tools.transform.BTCD static method)</a> </li> @@ -1802,6 +1818,8 @@ <h2 id="I">I</h2> <li><a href="source/autots.tools.html#autots.tools.transform.AlignLastDiff.inverse_transform">(autots.tools.transform.AlignLastDiff method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.AlignLastValue.inverse_transform">(autots.tools.transform.AlignLastValue method)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.BKBandpassFilter.inverse_transform">(autots.tools.transform.BKBandpassFilter method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.BTCD.inverse_transform">(autots.tools.transform.BTCD method)</a> </li> @@ -2967,6 +2985,8 @@ <h2 id="T">T</h2> <li><a href="source/autots.tools.html#autots.tools.transform.AlignLastValue.transform">(autots.tools.transform.AlignLastValue method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.AnomalyRemoval.transform">(autots.tools.transform.AnomalyRemoval method)</a> +</li> + <li><a href="source/autots.tools.html#autots.tools.transform.BKBandpassFilter.transform">(autots.tools.transform.BKBandpassFilter method)</a> </li> <li><a href="source/autots.tools.html#autots.tools.transform.BTCD.transform">(autots.tools.transform.BTCD method)</a> </li> diff --git a/docs/build/html/index.html b/docs/build/html/index.html index 472a1903..890c65e6 100644 --- a/docs/build/html/index.html +++ b/docs/build/html/index.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>AutoTS — AutoTS 0.6.7 documentation</title> + <title>AutoTS — AutoTS 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(autots.evaluator.auto_model.templateevalobject attribute)": [[3, "autots.evaluator.auto_model.TemplateEvalObject.full_mae_errors"]], "full_mae_ids (autots.evaluator.auto_model.templateevalobject attribute)": [[3, "autots.evaluator.auto_model.TemplateEvalObject.full_mae_ids"]], "full_metric_evaluation() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.full_metric_evaluation"]], "generate_historic_risk_array() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.generate_historic_risk_array"]], "generate_historic_risk_array() (autots.evaluator.event_forecasting.eventriskforecast static method)": [[3, "id7"]], "generate_result_windows() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.generate_result_windows"], [3, "id8"]], "generate_risk_array() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, 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"autots.evaluator.auto_ts.AutoTS.plot_horizontal_per_generation"]], "plot_horizontal_transformers() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_horizontal_transformers"]], "plot_metric_corr() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_metric_corr"]], "plot_per_series_error() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_per_series_error"]], "plot_per_series_mape() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_per_series_mape"]], "plot_per_series_smape() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_per_series_smape"]], "plot_transformer_failure_rate() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_transformer_failure_rate"]], "plot_validations() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_validations"]], "precomp_wasserstein() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.precomp_wasserstein"]], "predict() (autots.evaluator.auto_model.modelprediction method)": [[3, "autots.evaluator.auto_model.ModelPrediction.predict"]], "predict() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.predict"]], "predict() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.predict"], [3, "id11"]], "predict_historic() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.predict_historic"], [3, "id12"]], "qae() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.qae"]], "random_model() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.random_model"]], "regression_check (autots.evaluator.auto_ts.autots attribute)": [[3, "autots.evaluator.auto_ts.AutoTS.regression_check"]], "remove_leading_zeros() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.remove_leading_zeros"]], "results() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.results"]], "retrieve_validation_forecasts() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.retrieve_validation_forecasts"]], "rmse() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.rmse"]], "root_mean_square_error() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.root_mean_square_error"]], "rps() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.rps"]], "run() (autots.evaluator.benchmark.benchmark method)": [[3, "autots.evaluator.benchmark.Benchmark.run"]], "save() (autots.evaluator.auto_model.templateevalobject method)": [[3, "autots.evaluator.auto_model.TemplateEvalObject.save"]], "save_template() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.save_template"]], "scaled_pinball_loss() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.scaled_pinball_loss"]], "score_per_series (autots.evaluator.auto_ts.autots attribute)": [[3, "autots.evaluator.auto_ts.AutoTS.score_per_series"]], "score_to_anomaly() (autots.evaluator.anomaly_detector.anomalydetector method)": [[3, "autots.evaluator.anomaly_detector.AnomalyDetector.score_to_anomaly"]], "set_limit() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.set_limit"]], "set_limit() (autots.evaluator.event_forecasting.eventriskforecast static method)": [[3, "id13"]], "set_limit_forecast() (in module autots.evaluator.event_forecasting)": [[3, "autots.evaluator.event_forecasting.set_limit_forecast"]], "set_limit_forecast_historic() (in module autots.evaluator.event_forecasting)": [[3, 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"validate_num_validations() (in module autots.evaluator.validation)": [[3, "autots.evaluator.validation.validate_num_validations"]], "validation_agg() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.validation_agg"]], "validation_aggregation() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.validation_aggregation"]], "wasserstein() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.wasserstein"]], "arch (class in autots.models.arch)": [[4, "autots.models.arch.ARCH"]], "ardl (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.ARDL"]], "arima (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.ARIMA"]], "averagevaluenaive (class in autots.models.basics)": [[4, "autots.models.basics.AverageValueNaive"]], "balltreemultivariatemotif (class in autots.models.basics)": [[4, "autots.models.basics.BallTreeMultivariateMotif"]], "bayesianmultioutputregression (class in autots.models.cassandra)": [[4, "autots.models.cassandra.BayesianMultiOutputRegression"]], "bestnensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.BestNEnsemble"]], "cassandra (class in autots.models.cassandra)": [[4, "autots.models.cassandra.Cassandra"]], "componentanalysis (class in autots.models.sklearn)": [[4, "autots.models.sklearn.ComponentAnalysis"]], "constantnaive (class in autots.models.basics)": [[4, "autots.models.basics.ConstantNaive"]], "datepartregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.DatepartRegression"]], "distensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.DistEnsemble"]], "dynamicfactor (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.DynamicFactor"]], "dynamicfactormq (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.DynamicFactorMQ"]], "ets (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.ETS"]], "ensembleforecast() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.EnsembleForecast"]], "ensembletemplategenerator() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.EnsembleTemplateGenerator"]], "fbprophet (class in autots.models.prophet)": [[4, "autots.models.prophet.FBProphet"]], "fft (class in autots.models.basics)": [[4, "autots.models.basics.FFT"]], "glm (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.GLM"]], "gls (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.GLS"]], "gluonts (class in autots.models.gluonts)": [[4, "autots.models.gluonts.GluonTS"]], "greykite (class in autots.models.greykite)": [[4, "autots.models.greykite.Greykite"]], "hdistensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.HDistEnsemble"]], "horizontalensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.HorizontalEnsemble"]], "horizontaltemplategenerator() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.HorizontalTemplateGenerator"]], "kalmanstatespace (class in autots.models.basics)": [[4, "autots.models.basics.KalmanStateSpace"]], "kerasrnn (class in autots.models.dnn)": [[4, "autots.models.dnn.KerasRNN"]], "latc (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.LATC"]], "lastvaluenaive (class in autots.models.basics)": [[4, "autots.models.basics.LastValueNaive"]], "mar (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.MAR"]], "mlensemble (class in autots.models.mlensemble)": [[4, "autots.models.mlensemble.MLEnsemble"]], "metricmotif (class in autots.models.basics)": [[4, "autots.models.basics.MetricMotif"]], "modelobject (class in autots.models.base)": [[4, "autots.models.base.ModelObject"]], "mosaicensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.MosaicEnsemble"]], "motif (class in autots.models.basics)": [[4, "autots.models.basics.Motif"]], "motifsimulation (class in autots.models.basics)": [[4, "autots.models.basics.MotifSimulation"]], "multivariateregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.MultivariateRegression"]], "nvar (class in autots.models.basics)": [[4, "autots.models.basics.NVAR"]], "neuralforecast (class in autots.models.neural_forecast)": [[4, "autots.models.neural_forecast.NeuralForecast"]], "neuralprophet (class in autots.models.prophet)": [[4, "autots.models.prophet.NeuralProphet"]], "predictionobject (class in autots.models.base)": [[4, "autots.models.base.PredictionObject"]], "preprocessingregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.PreprocessingRegression"]], "pytorchforecasting (class in autots.models.pytorch)": [[4, "autots.models.pytorch.PytorchForecasting"]], "rrvar (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.RRVAR"]], "rollingregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.RollingRegression"]], "seasonalnaive (class in autots.models.basics)": [[4, "autots.models.basics.SeasonalNaive"]], "seasonalitymotif (class in autots.models.basics)": [[4, "autots.models.basics.SeasonalityMotif"]], "sectionalmotif (class in autots.models.basics)": [[4, "autots.models.basics.SectionalMotif"]], "tfpregression (class in autots.models.tfp)": [[4, "autots.models.tfp.TFPRegression"]], "tfpregressor (class in autots.models.tfp)": [[4, "autots.models.tfp.TFPRegressor"]], "tmf (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.TMF"]], "tensorflowsts (class in autots.models.tfp)": [[4, "autots.models.tfp.TensorflowSTS"]], "theta (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.Theta"]], "tide (class in autots.models.tide)": [[4, "autots.models.tide.TiDE"]], "timecovariates (class in autots.models.tide)": [[4, "autots.models.tide.TimeCovariates"]], "timeseriesdata (class in autots.models.tide)": [[4, "autots.models.tide.TimeSeriesdata"]], "transformer (class in autots.models.dnn)": [[4, "autots.models.dnn.Transformer"]], "univariateregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.UnivariateRegression"]], "unobservedcomponents (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.UnobservedComponents"]], "var (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.VAR"]], "varmax (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.VARMAX"]], "vecm (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.VECM"]], "vectorizedmultioutputgpr (class in autots.models.sklearn)": [[4, "autots.models.sklearn.VectorizedMultiOutputGPR"]], "windowregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.WindowRegression"]], "zeroesnaive (in module autots.models.basics)": [[4, "autots.models.basics.ZeroesNaive"]], "analyze_trend() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.analyze_trend"]], "anomalies 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"svt_tnn() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.svt_tnn"]], "ten2mat() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.ten2mat"]], "test_val_gen() (autots.models.tide.timeseriesdata method)": [[4, "autots.models.tide.TimeSeriesdata.test_val_gen"]], "tf_dataset() (autots.models.tide.timeseriesdata method)": [[4, "autots.models.tide.TimeSeriesdata.tf_dataset"]], "time() (autots.models.base.modelobject static method)": [[4, "autots.models.base.ModelObject.time"]], "tmf() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.tmf"]], "to_origin_space() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.to_origin_space"]], "to_origin_space() (autots.models.sklearn.multivariateregression method)": [[4, "autots.models.sklearn.MultivariateRegression.to_origin_space"]], "total_runtime() (autots.models.base.predictionobject method)": [[4, "autots.models.base.PredictionObject.total_runtime"], 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"autots.evaluator.auto_ts.AutoTS.plot_per_series_error"]], "plot_per_series_mape() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_per_series_mape"]], "plot_per_series_smape() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_per_series_smape"]], "plot_transformer_failure_rate() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_transformer_failure_rate"]], "plot_validations() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.plot_validations"]], "precomp_wasserstein() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.precomp_wasserstein"]], "predict() (autots.evaluator.auto_model.modelprediction method)": [[3, "autots.evaluator.auto_model.ModelPrediction.predict"]], "predict() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.predict"]], "predict() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.predict"], [3, "id11"]], "predict_historic() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.predict_historic"], [3, "id12"]], "qae() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.qae"]], "random_model() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.random_model"]], "regression_check (autots.evaluator.auto_ts.autots attribute)": [[3, "autots.evaluator.auto_ts.AutoTS.regression_check"]], "remove_leading_zeros() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.remove_leading_zeros"]], "results() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.results"]], "retrieve_validation_forecasts() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.retrieve_validation_forecasts"]], "rmse() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.rmse"]], "root_mean_square_error() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.root_mean_square_error"]], "rps() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.rps"]], "run() (autots.evaluator.benchmark.benchmark method)": [[3, "autots.evaluator.benchmark.Benchmark.run"]], "save() (autots.evaluator.auto_model.templateevalobject method)": [[3, "autots.evaluator.auto_model.TemplateEvalObject.save"]], "save_template() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.save_template"]], "scaled_pinball_loss() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.scaled_pinball_loss"]], "score_per_series (autots.evaluator.auto_ts.autots attribute)": [[3, "autots.evaluator.auto_ts.AutoTS.score_per_series"]], "score_to_anomaly() (autots.evaluator.anomaly_detector.anomalydetector method)": [[3, "autots.evaluator.anomaly_detector.AnomalyDetector.score_to_anomaly"]], "set_limit() (autots.evaluator.event_forecasting.eventriskforecast method)": [[3, "autots.evaluator.event_forecasting.EventRiskForecast.set_limit"]], "set_limit() (autots.evaluator.event_forecasting.eventriskforecast static method)": [[3, "id13"]], "set_limit_forecast() (in module autots.evaluator.event_forecasting)": [[3, "autots.evaluator.event_forecasting.set_limit_forecast"]], "set_limit_forecast_historic() (in module autots.evaluator.event_forecasting)": [[3, "autots.evaluator.event_forecasting.set_limit_forecast_historic"]], "smape() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.smape"]], "smoothness() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.smoothness"]], "spl() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.spl"]], "symmetric_mean_absolute_percentage_error() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.symmetric_mean_absolute_percentage_error"]], "threshold_loss() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.threshold_loss"]], "trans_dict_recomb() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.trans_dict_recomb"]], "unpack_ensemble_models() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.unpack_ensemble_models"]], "unsorted_wasserstein() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.unsorted_wasserstein"]], "validate_num_validations() (in module autots.evaluator.validation)": [[3, "autots.evaluator.validation.validate_num_validations"]], "validation_agg() (autots.evaluator.auto_ts.autots method)": [[3, "autots.evaluator.auto_ts.AutoTS.validation_agg"]], "validation_aggregation() (in module autots.evaluator.auto_model)": [[3, "autots.evaluator.auto_model.validation_aggregation"]], "wasserstein() (in module autots.evaluator.metrics)": [[3, "autots.evaluator.metrics.wasserstein"]], "arch (class in autots.models.arch)": [[4, "autots.models.arch.ARCH"]], "ardl (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.ARDL"]], "arima (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.ARIMA"]], "averagevaluenaive (class in autots.models.basics)": [[4, "autots.models.basics.AverageValueNaive"]], "balltreemultivariatemotif (class in autots.models.basics)": [[4, "autots.models.basics.BallTreeMultivariateMotif"]], "bayesianmultioutputregression (class in autots.models.cassandra)": [[4, "autots.models.cassandra.BayesianMultiOutputRegression"]], "bestnensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.BestNEnsemble"]], "cassandra (class in autots.models.cassandra)": [[4, "autots.models.cassandra.Cassandra"]], "componentanalysis (class in autots.models.sklearn)": [[4, "autots.models.sklearn.ComponentAnalysis"]], "constantnaive (class in autots.models.basics)": [[4, "autots.models.basics.ConstantNaive"]], "datepartregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.DatepartRegression"]], "distensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.DistEnsemble"]], "dynamicfactor (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.DynamicFactor"]], "dynamicfactormq (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.DynamicFactorMQ"]], "ets (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.ETS"]], "ensembleforecast() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.EnsembleForecast"]], "ensembletemplategenerator() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.EnsembleTemplateGenerator"]], "fbprophet (class in autots.models.prophet)": [[4, "autots.models.prophet.FBProphet"]], "fft (class in autots.models.basics)": [[4, "autots.models.basics.FFT"]], "glm (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.GLM"]], "gls (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.GLS"]], "gluonts (class in autots.models.gluonts)": [[4, "autots.models.gluonts.GluonTS"]], "greykite (class in autots.models.greykite)": [[4, "autots.models.greykite.Greykite"]], "hdistensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.HDistEnsemble"]], "horizontalensemble() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.HorizontalEnsemble"]], "horizontaltemplategenerator() (in module autots.models.ensemble)": [[4, "autots.models.ensemble.HorizontalTemplateGenerator"]], "kalmanstatespace (class in autots.models.basics)": [[4, "autots.models.basics.KalmanStateSpace"]], "kerasrnn (class in autots.models.dnn)": [[4, "autots.models.dnn.KerasRNN"]], "latc (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.LATC"]], "lastvaluenaive (class in autots.models.basics)": [[4, 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in autots.models.prophet)": [[4, "autots.models.prophet.NeuralProphet"]], "predictionobject (class in autots.models.base)": [[4, "autots.models.base.PredictionObject"]], "preprocessingregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.PreprocessingRegression"]], "pytorchforecasting (class in autots.models.pytorch)": [[4, "autots.models.pytorch.PytorchForecasting"]], "rrvar (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.RRVAR"]], "rollingregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.RollingRegression"]], "seasonalnaive (class in autots.models.basics)": [[4, "autots.models.basics.SeasonalNaive"]], "seasonalitymotif (class in autots.models.basics)": [[4, "autots.models.basics.SeasonalityMotif"]], "sectionalmotif (class in autots.models.basics)": [[4, "autots.models.basics.SectionalMotif"]], "tfpregression (class in autots.models.tfp)": [[4, "autots.models.tfp.TFPRegression"]], "tfpregressor (class in autots.models.tfp)": [[4, "autots.models.tfp.TFPRegressor"]], "tmf (class in autots.models.matrix_var)": [[4, "autots.models.matrix_var.TMF"]], "tensorflowsts (class in autots.models.tfp)": [[4, "autots.models.tfp.TensorflowSTS"]], "theta (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.Theta"]], "tide (class in autots.models.tide)": [[4, "autots.models.tide.TiDE"]], "timecovariates (class in autots.models.tide)": [[4, "autots.models.tide.TimeCovariates"]], "timeseriesdata (class in autots.models.tide)": [[4, "autots.models.tide.TimeSeriesdata"]], "transformer (class in autots.models.dnn)": [[4, "autots.models.dnn.Transformer"]], "univariateregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.UnivariateRegression"]], "unobservedcomponents (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.UnobservedComponents"]], "var (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.VAR"]], "varmax (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.VARMAX"]], "vecm (class in autots.models.statsmodels)": [[4, "autots.models.statsmodels.VECM"]], "vectorizedmultioutputgpr (class in autots.models.sklearn)": [[4, "autots.models.sklearn.VectorizedMultiOutputGPR"]], "windowregression (class in autots.models.sklearn)": [[4, "autots.models.sklearn.WindowRegression"]], "zeroesnaive (in module autots.models.basics)": [[4, "autots.models.basics.ZeroesNaive"]], "analyze_trend() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.analyze_trend"]], "anomalies (autots.models.cassandra.cassandra..anomaly_detector attribute)": [[4, "autots.models.cassandra.Cassandra..anomaly_detector.anomalies"]], "apply_constraints() (autots.models.base.predictionobject method)": [[4, "autots.models.base.PredictionObject.apply_constraints"], [4, "id0"]], "apply_constraints() (in module autots.models.base)": [[4, "autots.models.base.apply_constraints"]], "arima_seek_the_oracle() (in module autots.models.statsmodels)": [[4, "autots.models.statsmodels.arima_seek_the_oracle"]], "auto_fit() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.auto_fit"]], "auto_model_list() (in module autots.models.model_list)": [[4, "autots.models.model_list.auto_model_list"]], "autots.models": [[4, "module-autots.models"]], "autots.models.arch": [[4, "module-autots.models.arch"]], "autots.models.base": [[4, "module-autots.models.base"]], "autots.models.basics": [[4, "module-autots.models.basics"]], "autots.models.cassandra": [[4, "module-autots.models.cassandra"]], "autots.models.dnn": [[4, "module-autots.models.dnn"]], "autots.models.ensemble": [[4, "module-autots.models.ensemble"]], "autots.models.gluonts": [[4, "module-autots.models.gluonts"]], "autots.models.greykite": [[4, "module-autots.models.greykite"]], "autots.models.matrix_var": [[4, "module-autots.models.matrix_var"]], "autots.models.mlensemble": [[4, "module-autots.models.mlensemble"]], "autots.models.model_list": [[4, "module-autots.models.model_list"]], "autots.models.neural_forecast": [[4, "module-autots.models.neural_forecast"]], "autots.models.prophet": [[4, "module-autots.models.prophet"]], "autots.models.pytorch": [[4, "module-autots.models.pytorch"]], "autots.models.sklearn": [[4, "module-autots.models.sklearn"]], "autots.models.statsmodels": [[4, "module-autots.models.statsmodels"]], "autots.models.tfp": [[4, "module-autots.models.tfp"]], "autots.models.tide": [[4, "module-autots.models.tide"]], "base_scaler() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.base_scaler"]], "base_scaler() (autots.models.sklearn.multivariateregression method)": [[4, "autots.models.sklearn.MultivariateRegression.base_scaler"]], "basic_profile() (autots.models.base.modelobject method)": [[4, "autots.models.base.ModelObject.basic_profile"]], "calculate_peak_density() (in module autots.models.base)": [[4, "autots.models.base.calculate_peak_density"]], "clean_regressor() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.clean_regressor"]], "compare_actual_components() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.compare_actual_components"]], "conj_grad_w() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.conj_grad_w"]], "conj_grad_x() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.conj_grad_x"]], "cost_function() (autots.models.basics.kalmanstatespace method)": [[4, "autots.models.basics.KalmanStateSpace.cost_function"]], "cost_function_dwae() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.cost_function_dwae"]], "cost_function_l1() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.cost_function_l1"]], "cost_function_l1_positive() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.cost_function_l1_positive"]], "cost_function_l2() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.cost_function_l2"]], "cost_function_quantile() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.cost_function_quantile"]], "create_feature() (in module autots.models.mlensemble)": [[4, "autots.models.mlensemble.create_feature"]], "create_forecast_index() (autots.models.base.modelobject method)": [[4, "autots.models.base.ModelObject.create_forecast_index"]], "create_forecast_index() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.create_forecast_index"]], "create_forecast_index() (in module autots.models.base)": [[4, "autots.models.base.create_forecast_index"]], "create_seaborn_palette_from_cmap() (in module autots.models.base)": [[4, "autots.models.base.create_seaborn_palette_from_cmap"]], "create_t() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.create_t"]], "create_t() (in module autots.models.cassandra)": [[4, "autots.models.cassandra.create_t"]], "cross_validate() (autots.models.cassandra.cassandra method)": [[4, "autots.models.cassandra.Cassandra.cross_validate"]], "dates_to_holidays() (autots.models.cassandra.cassandra.holiday_detector method)": [[4, "autots.models.cassandra.Cassandra.holiday_detector.dates_to_holidays"]], "dmd() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.dmd"]], "dmd4cast() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.dmd4cast"]], "ell_w() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.ell_w"]], "ell_x() (in module autots.models.matrix_var)": [[4, "autots.models.matrix_var.ell_x"]], "evaluate() (autots.models.base.predictionobject method)": [[4, "autots.models.base.PredictionObject.evaluate"], [4, "id1"]], "extract_ensemble_runtimes() (autots.models.base.predictionobject method)": [[4, "autots.models.base.PredictionObject.extract_ensemble_runtimes"]], "extract_single_series_from_horz() (in module 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"autots.tools.window_functions.window_sum_nan_mean"]], "zscore_survival_function() (in module autots.tools.anomaly_utils)": [[6, "autots.tools.anomaly_utils.zscore_survival_function"]]}}) \ No newline at end of file diff --git a/docs/build/html/source/autots.datasets.html b/docs/build/html/source/autots.datasets.html index 848819d3..7a51c04d 100644 --- a/docs/build/html/source/autots.datasets.html +++ b/docs/build/html/source/autots.datasets.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots.datasets package — AutoTS 0.6.7 documentation</title> + <title>autots.datasets package — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> diff --git a/docs/build/html/source/autots.evaluator.html b/docs/build/html/source/autots.evaluator.html index 4d319f73..4b4d5e5f 100644 --- a/docs/build/html/source/autots.evaluator.html +++ b/docs/build/html/source/autots.evaluator.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots.evaluator package — AutoTS 0.6.7 documentation</title> + <title>autots.evaluator package — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> @@ -752,6 +752,13 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this </dl> </dd></dl> +<dl class="py method"> +<dt class="sig sig-object py" id="autots.evaluator.auto_ts.AutoTS.expand_horizontal"> +<span class="sig-name descname"><span class="pre">expand_horizontal</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#autots.evaluator.auto_ts.AutoTS.expand_horizontal" title="Permalink to this definition">¶</a></dt> +<dd><p>Enables expanding horizontal models trained on a subset to full data. +Reruns template models and generates new template.</p> +</dd></dl> + <dl class="py method"> <dt class="sig sig-object py" id="autots.evaluator.auto_ts.AutoTS.export_best_model"> <span class="sig-name descname"><span class="pre">export_best_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.evaluator.auto_ts.AutoTS.export_best_model" title="Permalink to this definition">¶</a></dt> @@ -760,7 +767,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this <dl class="py method"> <dt class="sig sig-object py" id="autots.evaluator.auto_ts.AutoTS.export_template"> -<span class="sig-name descname"><span class="pre">export_template</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">models</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'best'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_per_model_class</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">include_results</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unpack_ensembles</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.evaluator.auto_ts.AutoTS.export_template" title="Permalink to this definition">¶</a></dt> +<span class="sig-name descname"><span class="pre">export_template</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">models</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'best'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_per_model_class</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">include_results</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unpack_ensembles</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.evaluator.auto_ts.AutoTS.export_template" title="Permalink to this definition">¶</a></dt> <dd><p>Export top results as a reusable template.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters<span class="colon">:</span></dt> @@ -883,7 +890,8 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this <li><p><strong>enforce_model_list</strong> (<em>bool</em>) – if True, remove model types not in model_list</p></li> <li><p><strong>include_ensemble</strong> (<em>bool</em>) – if enforce_model_list is True, this specifies whether to allow ensembles anyway (otherwise they are unpacked and parts kept)</p></li> <li><p><strong>include_horizontal</strong> (<em>bool</em>) – if enforce_model_list is True, this specifies whether to allow ensembles except horizontal (overridden by keep_ensemble)</p></li> -<li><p><strong>force_validation</strong> (<em>bool</em>) – if True, all models imported here will automatically get sent to full cross validation (regardless of first eval performance)</p></li> +<li><p><strong>force_validation</strong> (<em>bool</em>) – if True, all models imported here will automatically get sent to full cross validation (regardless of first eval performance) +weird behavior can occur wtih force_validation if another template is added later with method==’only’. In that case, model.validate_import should be erased by setting to None</p></li> </ul> </dd> </dl> @@ -1084,7 +1092,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this <dl class="py method"> <dt class="sig sig-object py" id="autots.evaluator.auto_ts.AutoTS.predict"> -<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">forecast_length</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prediction_interval</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">future_regressor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hierarchy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">just_point_forecast</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fail_on_forecast_nan</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.evaluator.auto_ts.AutoTS.predict" title="Permalink to this definition">¶</a></dt> +<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">forecast_length</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prediction_interval</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">future_regressor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hierarchy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">just_point_forecast</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fail_on_forecast_nan</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">df</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.evaluator.auto_ts.AutoTS.predict" title="Permalink to this definition">¶</a></dt> <dd><p>Generate forecast data immediately following dates of index supplied to .fit().</p> <p>If using a model from update_fit list, with no ensembling, underlying model will not be retrained when used as below, with a single prediction interval: This designed for high speed forecasting. Full retraining is best when there is sufficient time. @@ -1115,6 +1123,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this <li><p><strong>hierarchy</strong> – Not yet implemented</p></li> <li><p><strong>just_point_forecast</strong> (<em>bool</em>) – If True, return a pandas.DataFrame of just point forecasts</p></li> <li><p><strong>fail_on_forecast_nan</strong> (<em>bool</em>) – if False, return forecasts even if NaN present, if True, raises error if any nan in forecast</p></li> +<li><p><strong>df</strong> (<em>pd.DataFrame</em>) – wide style df, if present, calls fit_data with this dataframe. Recommended strongly to use model.fit_data(df) first instead as it has more args.</p></li> </ul> </dd> <dt class="field-even">Returns<span class="colon">:</span></dt> diff --git a/docs/build/html/source/autots.html b/docs/build/html/source/autots.html index 08508e1c..fc30c45f 100644 --- a/docs/build/html/source/autots.html +++ b/docs/build/html/source/autots.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots package — AutoTS 0.6.7 documentation</title> + <title>autots package — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> @@ -131,6 +131,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.best_model_per_series_mape"><code class="docutils literal notranslate"><span class="pre">AutoTS.best_model_per_series_mape()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.best_model_per_series_score"><code class="docutils literal notranslate"><span class="pre">AutoTS.best_model_per_series_score()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.diagnose_params"><code class="docutils literal notranslate"><span class="pre">AutoTS.diagnose_params()</span></code></a></li> +<li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.expand_horizontal"><code class="docutils literal notranslate"><span class="pre">AutoTS.expand_horizontal()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.export_best_model"><code class="docutils literal notranslate"><span class="pre">AutoTS.export_best_model()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.export_template"><code class="docutils literal notranslate"><span class="pre">AutoTS.export_template()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.evaluator.html#autots.evaluator.auto_ts.AutoTS.failure_rate"><code class="docutils literal notranslate"><span class="pre">AutoTS.failure_rate()</span></code></a></li> @@ -1096,6 +1097,14 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.AnomalyRemoval.transform"><code class="docutils literal notranslate"><span class="pre">AnomalyRemoval.transform()</span></code></a></li> </ul> </li> +<li class="toctree-l3"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BKBandpassFilter"><code class="docutils literal notranslate"><span class="pre">BKBandpassFilter</span></code></a><ul> +<li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BKBandpassFilter.fit"><code class="docutils literal notranslate"><span class="pre">BKBandpassFilter.fit()</span></code></a></li> +<li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BKBandpassFilter.fit_transform"><code class="docutils literal notranslate"><span class="pre">BKBandpassFilter.fit_transform()</span></code></a></li> +<li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BKBandpassFilter.get_new_params"><code class="docutils literal notranslate"><span class="pre">BKBandpassFilter.get_new_params()</span></code></a></li> +<li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BKBandpassFilter.inverse_transform"><code class="docutils literal notranslate"><span class="pre">BKBandpassFilter.inverse_transform()</span></code></a></li> +<li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BKBandpassFilter.transform"><code class="docutils literal notranslate"><span class="pre">BKBandpassFilter.transform()</span></code></a></li> +</ul> +</li> <li class="toctree-l3"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BTCD"><code class="docutils literal notranslate"><span class="pre">BTCD</span></code></a><ul> <li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BTCD.fit"><code class="docutils literal notranslate"><span class="pre">BTCD.fit()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.BTCD.fit_transform"><code class="docutils literal notranslate"><span class="pre">BTCD.fit_transform()</span></code></a></li> @@ -1396,6 +1405,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <li class="toctree-l4"><a class="reference internal" href="autots.tools.html#autots.tools.transform.StatsmodelsFilter.transform"><code class="docutils literal notranslate"><span class="pre">StatsmodelsFilter.transform()</span></code></a></li> </ul> </li> +<li class="toctree-l3"><a class="reference internal" href="autots.tools.html#autots.tools.transform.bkfilter_st"><code class="docutils literal notranslate"><span class="pre">bkfilter_st()</span></code></a></li> <li class="toctree-l3"><a class="reference internal" href="autots.tools.html#autots.tools.transform.clip_outliers"><code class="docutils literal notranslate"><span class="pre">clip_outliers()</span></code></a></li> <li class="toctree-l3"><a class="reference internal" href="autots.tools.html#autots.tools.transform.exponential_decay"><code class="docutils literal notranslate"><span class="pre">exponential_decay()</span></code></a></li> <li class="toctree-l3"><a class="reference internal" href="autots.tools.html#autots.tools.transform.get_transformer_params"><code class="docutils literal notranslate"><span class="pre">get_transformer_params()</span></code></a></li> @@ -1748,6 +1758,13 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi </dl> </dd></dl> +<dl class="py method"> +<dt class="sig sig-object py" id="autots.AutoTS.expand_horizontal"> +<span class="sig-name descname"><span class="pre">expand_horizontal</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#autots.AutoTS.expand_horizontal" title="Permalink to this definition">¶</a></dt> +<dd><p>Enables expanding horizontal models trained on a subset to full data. +Reruns template models and generates new template.</p> +</dd></dl> + <dl class="py method"> <dt class="sig sig-object py" id="autots.AutoTS.export_best_model"> <span class="sig-name descname"><span class="pre">export_best_model</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.AutoTS.export_best_model" title="Permalink to this definition">¶</a></dt> @@ -1756,7 +1773,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <dl class="py method"> <dt class="sig sig-object py" id="autots.AutoTS.export_template"> -<span class="sig-name descname"><span class="pre">export_template</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">models</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'best'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_per_model_class</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">include_results</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unpack_ensembles</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.AutoTS.export_template" title="Permalink to this definition">¶</a></dt> +<span class="sig-name descname"><span class="pre">export_template</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">filename</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">models</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'best'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">40</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_per_model_class</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">include_results</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unpack_ensembles</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.AutoTS.export_template" title="Permalink to this definition">¶</a></dt> <dd><p>Export top results as a reusable template.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters<span class="colon">:</span></dt> @@ -1879,7 +1896,8 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <li><p><strong>enforce_model_list</strong> (<em>bool</em>) – if True, remove model types not in model_list</p></li> <li><p><strong>include_ensemble</strong> (<em>bool</em>) – if enforce_model_list is True, this specifies whether to allow ensembles anyway (otherwise they are unpacked and parts kept)</p></li> <li><p><strong>include_horizontal</strong> (<em>bool</em>) – if enforce_model_list is True, this specifies whether to allow ensembles except horizontal (overridden by keep_ensemble)</p></li> -<li><p><strong>force_validation</strong> (<em>bool</em>) – if True, all models imported here will automatically get sent to full cross validation (regardless of first eval performance)</p></li> +<li><p><strong>force_validation</strong> (<em>bool</em>) – if True, all models imported here will automatically get sent to full cross validation (regardless of first eval performance) +weird behavior can occur wtih force_validation if another template is added later with method==’only’. In that case, model.validate_import should be erased by setting to None</p></li> </ul> </dd> </dl> @@ -2080,7 +2098,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <dl class="py method"> <dt class="sig sig-object py" id="autots.AutoTS.predict"> -<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">forecast_length</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prediction_interval</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">future_regressor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hierarchy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">just_point_forecast</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fail_on_forecast_nan</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.AutoTS.predict" title="Permalink to this definition">¶</a></dt> +<span class="sig-name descname"><span class="pre">predict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">forecast_length</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prediction_interval</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">future_regressor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hierarchy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">just_point_forecast</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fail_on_forecast_nan</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">verbose</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'self'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">df</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.AutoTS.predict" title="Permalink to this definition">¶</a></dt> <dd><p>Generate forecast data immediately following dates of index supplied to .fit().</p> <p>If using a model from update_fit list, with no ensembling, underlying model will not be retrained when used as below, with a single prediction interval: This designed for high speed forecasting. Full retraining is best when there is sufficient time. @@ -2111,6 +2129,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <li><p><strong>hierarchy</strong> – Not yet implemented</p></li> <li><p><strong>just_point_forecast</strong> (<em>bool</em>) – If True, return a pandas.DataFrame of just point forecasts</p></li> <li><p><strong>fail_on_forecast_nan</strong> (<em>bool</em>) – if False, return forecasts even if NaN present, if True, raises error if any nan in forecast</p></li> +<li><p><strong>df</strong> (<em>pd.DataFrame</em>) – wide style df, if present, calls fit_data with this dataframe. Recommended strongly to use model.fit_data(df) first instead as it has more args.</p></li> </ul> </dd> <dt class="field-even">Returns<span class="colon">:</span></dt> @@ -2761,7 +2780,9 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi “FFTDecomposition”: remove FFT harmonics, later add back “ReplaceConstant”: replace a value with NaN, optionally fillna then later reintroduce “AlignLastDiff”: shift forecast to be within range of historical diffs -“DiffSmoother”: smooth diffs then return to original space</p> +“DiffSmoother”: smooth diffs then return to original space +“HistoricValues”: match predictions to most similar historic value and overwrite +“BKBandpassFilter”: another version of the Baxter King bandpass filter</p> </p></li> <li><p><strong>transformation_params</strong> (<em>dict</em>) – params of transformers {0: {}, 1: {‘model’: ‘Poisson’}, …} pass through dictionary of empty dictionaries to utilize defaults</p></li> @@ -2904,7 +2925,7 @@ <h2>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to thi <dl class="py function"> <dt class="sig sig-object py" id="autots.RandomTransform"> -<span class="sig-prename descclassname"><span class="pre">autots.</span></span><span class="sig-name descname"><span class="pre">RandomTransform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">transformer_list</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{None:</span> <span class="pre">0.0,</span> <span class="pre">'MinMaxScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PowerTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'QuantileTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'MaxAbsScaler':</span> <span class="pre">0.03,</span> <span class="pre">'StandardScaler':</span> <span class="pre">0.04,</span> <span class="pre">'RobustScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PCA':</span> <span class="pre">0.01,</span> <span class="pre">'FastICA':</span> <span class="pre">0.01,</span> <span class="pre">'Detrend':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMeanTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMean100thN':</span> <span class="pre">0.01,</span> <span class="pre">'DifferencedTransformer':</span> <span class="pre">0.05,</span> <span class="pre">'SinTrend':</span> <span class="pre">0.01,</span> <span class="pre">'PctChangeTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'CumSumTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'PositiveShift':</span> <span class="pre">0.02,</span> <span class="pre">'Log':</span> <span class="pre">0.01,</span> <span class="pre">'IntermittentOccurrence':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalDifference':</span> <span class="pre">0.06,</span> <span class="pre">'cffilter':</span> <span class="pre">0.01,</span> <span class="pre">'bkfilter':</span> <span class="pre">0.05,</span> <span class="pre">'convolution_filter':</span> <span class="pre">0.001,</span> <span class="pre">'HPFilter':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegression':</span> <span class="pre">0.01,</span> <span class="pre">'ClipOutliers':</span> <span class="pre">0.03,</span> <span class="pre">'Discretize':</span> <span class="pre">0.01,</span> <span class="pre">'CenterLastValue':</span> <span class="pre">0.01,</span> <span class="pre">'Round':</span> <span class="pre">0.02,</span> <span class="pre">'Slice':</span> <span class="pre">0.02,</span> <span class="pre">'ScipyFilter':</span> <span class="pre">0.02,</span> <span class="pre">'STLFilter':</span> <span class="pre">0.01,</span> <span class="pre">'EWMAFilter':</span> <span class="pre">0.02,</span> <span class="pre">'MeanDifference':</span> <span class="pre">0.002,</span> <span class="pre">'BTCD':</span> <span class="pre">0.01,</span> <span class="pre">'Cointegration':</span> <span class="pre">0.01,</span> <span class="pre">'AlignLastValue':</span> <span class="pre">0.2,</span> <span class="pre">'AnomalyRemoval':</span> <span class="pre">0.03,</span> <span class="pre">'HolidayTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'LocalLinearTrend':</span> <span class="pre">0.01,</span> <span class="pre">'KalmanSmoothing':</span> <span class="pre">0.02,</span> <span class="pre">'RegressionFilter':</span> <span class="pre">0.02,</span> <span class="pre">'LevelShiftTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'CenterSplit':</span> <span class="pre">0.01,</span> <span class="pre">'FFTFilter':</span> <span class="pre">0.01,</span> <span class="pre">'FFTDecomposition':</span> <span class="pre">0.01,</span> <span class="pre">'ReplaceConstant':</span> <span class="pre">0.02,</span> <span class="pre">'AlignLastDiff':</span> <span class="pre">0.01,</span> <span class="pre">'DiffSmoother':</span> <span class="pre">0.005,</span> <span class="pre">'HistoricValues':</span> <span class="pre">0.01}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_max_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">4</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">na_prob_dict</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{'ffill':</span> <span class="pre">0.4,</span> <span class="pre">'fake_date':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean_24':</span> <span class="pre">0.1,</span> <span class="pre">'IterativeImputer':</span> <span class="pre">0.05,</span> <span class="pre">'mean':</span> <span class="pre">0.06,</span> <span class="pre">'zero':</span> <span class="pre">0.05,</span> <span class="pre">'ffill_mean_biased':</span> <span class="pre">0.1,</span> <span class="pre">'median':</span> <span class="pre">0.03,</span> <span class="pre">None:</span> <span class="pre">0.001,</span> <span class="pre">'interpolate':</span> <span class="pre">0.4,</span> <span class="pre">'KNNImputer':</span> <span class="pre">0.05,</span> <span class="pre">'IterativeImputerExtraTrees':</span> <span class="pre">0.0001,</span> <span class="pre">'SeasonalityMotifImputer':</span> <span class="pre">0.1,</span> <span class="pre">'SeasonalityMotifImputerLinMix':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalityMotifImputer1K':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegressionImputer':</span> <span class="pre">0.05}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">superfast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">traditional_order</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_min_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">allow_none</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_nan_fill</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.RandomTransform" title="Permalink to this definition">¶</a></dt> +<span class="sig-prename descclassname"><span class="pre">autots.</span></span><span class="sig-name descname"><span class="pre">RandomTransform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">transformer_list</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{None:</span> <span class="pre">0.0,</span> <span class="pre">'MinMaxScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PowerTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'QuantileTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'MaxAbsScaler':</span> <span class="pre">0.03,</span> <span class="pre">'StandardScaler':</span> <span class="pre">0.04,</span> <span class="pre">'RobustScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PCA':</span> <span class="pre">0.01,</span> <span class="pre">'FastICA':</span> <span class="pre">0.01,</span> <span class="pre">'Detrend':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMeanTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMean100thN':</span> <span class="pre">0.01,</span> <span class="pre">'DifferencedTransformer':</span> <span class="pre">0.05,</span> <span class="pre">'SinTrend':</span> <span class="pre">0.01,</span> <span class="pre">'PctChangeTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'CumSumTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'PositiveShift':</span> <span class="pre">0.02,</span> <span class="pre">'Log':</span> <span class="pre">0.01,</span> <span class="pre">'IntermittentOccurrence':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalDifference':</span> <span class="pre">0.06,</span> <span class="pre">'cffilter':</span> <span class="pre">0.01,</span> <span class="pre">'bkfilter':</span> <span class="pre">0.05,</span> <span class="pre">'convolution_filter':</span> <span class="pre">0.001,</span> <span class="pre">'HPFilter':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegression':</span> <span class="pre">0.01,</span> <span class="pre">'ClipOutliers':</span> <span class="pre">0.03,</span> <span class="pre">'Discretize':</span> <span class="pre">0.01,</span> <span class="pre">'CenterLastValue':</span> <span class="pre">0.01,</span> <span class="pre">'Round':</span> <span class="pre">0.02,</span> <span class="pre">'Slice':</span> <span class="pre">0.02,</span> <span class="pre">'ScipyFilter':</span> <span class="pre">0.02,</span> <span class="pre">'STLFilter':</span> <span class="pre">0.01,</span> <span class="pre">'EWMAFilter':</span> <span class="pre">0.02,</span> <span class="pre">'MeanDifference':</span> <span class="pre">0.002,</span> <span class="pre">'BTCD':</span> <span class="pre">0.01,</span> <span class="pre">'Cointegration':</span> <span class="pre">0.01,</span> <span class="pre">'AlignLastValue':</span> <span class="pre">0.2,</span> <span class="pre">'AnomalyRemoval':</span> <span class="pre">0.03,</span> <span class="pre">'HolidayTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'LocalLinearTrend':</span> <span class="pre">0.01,</span> <span class="pre">'KalmanSmoothing':</span> <span class="pre">0.02,</span> <span class="pre">'RegressionFilter':</span> <span class="pre">0.02,</span> <span class="pre">'LevelShiftTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'CenterSplit':</span> <span class="pre">0.01,</span> <span class="pre">'FFTFilter':</span> <span class="pre">0.01,</span> <span class="pre">'FFTDecomposition':</span> <span class="pre">0.01,</span> <span class="pre">'ReplaceConstant':</span> <span class="pre">0.02,</span> <span class="pre">'AlignLastDiff':</span> <span class="pre">0.01,</span> <span class="pre">'DiffSmoother':</span> <span class="pre">0.005,</span> <span class="pre">'HistoricValues':</span> <span class="pre">0.01,</span> <span class="pre">'BKBandpassFilter':</span> <span class="pre">0.01}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_max_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">4</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">na_prob_dict</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{'ffill':</span> <span class="pre">0.4,</span> <span class="pre">'fake_date':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean_24':</span> <span class="pre">0.1,</span> <span class="pre">'IterativeImputer':</span> <span class="pre">0.025,</span> <span class="pre">'mean':</span> <span class="pre">0.06,</span> <span class="pre">'zero':</span> <span class="pre">0.05,</span> <span class="pre">'ffill_mean_biased':</span> <span class="pre">0.1,</span> <span class="pre">'median':</span> <span class="pre">0.03,</span> <span class="pre">None:</span> <span class="pre">0.001,</span> <span class="pre">'interpolate':</span> <span class="pre">0.4,</span> <span class="pre">'KNNImputer':</span> <span class="pre">0.05,</span> <span class="pre">'IterativeImputerExtraTrees':</span> <span class="pre">0.0001,</span> <span class="pre">'SeasonalityMotifImputer':</span> <span class="pre">0.1,</span> <span class="pre">'SeasonalityMotifImputerLinMix':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalityMotifImputer1K':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegressionImputer':</span> <span class="pre">0.05}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">superfast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">traditional_order</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_min_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">allow_none</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_nan_fill</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.RandomTransform" title="Permalink to this definition">¶</a></dt> <dd><p>Return a dict of randomly choosen transformation selections.</p> <p>BTCD is used as a signal that slow parameters are allowed.</p> </dd></dl> diff --git a/docs/build/html/source/autots.models.html b/docs/build/html/source/autots.models.html index 7b348a88..8d69bd81 100644 --- a/docs/build/html/source/autots.models.html +++ b/docs/build/html/source/autots.models.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots.models package — AutoTS 0.6.7 documentation</title> + <title>autots.models package — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> diff --git a/docs/build/html/source/autots.templates.html b/docs/build/html/source/autots.templates.html index f12e7555..98d65348 100644 --- a/docs/build/html/source/autots.templates.html +++ b/docs/build/html/source/autots.templates.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots.templates package — AutoTS 0.6.7 documentation</title> + <title>autots.templates package — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> diff --git a/docs/build/html/source/autots.tools.html b/docs/build/html/source/autots.tools.html index 798ecc4c..201ab4a1 100644 --- a/docs/build/html/source/autots.tools.html +++ b/docs/build/html/source/autots.tools.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots.tools package — AutoTS 0.6.7 documentation</title> + <title>autots.tools package — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> @@ -715,7 +715,7 @@ <h3>Usage example<a class="headerlink" href="#usage-example" title="Permalink to <dl class="py function"> <dt class="sig sig-object py" id="autots.tools.fast_kalman.new_kalman_params"> -<span class="sig-prename descclassname"><span class="pre">autots.tools.fast_kalman.</span></span><span class="sig-name descname"><span class="pre">new_kalman_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.fast_kalman.new_kalman_params" title="Permalink to this definition">¶</a></dt> +<span class="sig-prename descclassname"><span class="pre">autots.tools.fast_kalman.</span></span><span class="sig-name descname"><span class="pre">new_kalman_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">allow_auto</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.fast_kalman.new_kalman_params" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py function"> @@ -1918,6 +1918,69 @@ <h3>Usage example<a class="headerlink" href="#usage-example" title="Permalink to </dd></dl> +<dl class="py class"> +<dt class="sig sig-object py" id="autots.tools.transform.BKBandpassFilter"> +<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">BKBandpassFilter</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">low</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">6</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">high</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">K</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lanczos_factor</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_diff</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BKBandpassFilter" title="Permalink to this definition">¶</a></dt> +<dd><p>Bases: <a class="reference internal" href="#autots.tools.transform.EmptyTransformer" title="autots.tools.transform.EmptyTransformer"><code class="xref py py-class docutils literal notranslate"><span class="pre">EmptyTransformer</span></code></a></p> +<p>More complete implentation of Baxter King Bandpass Filter +based off the successful but somewhat confusing statmodelsfilter transformer.</p> +<dl class="field-list simple"> +<dt class="field-odd">Parameters<span class="colon">:</span></dt> +<dd class="field-odd"><p><strong>window</strong> (<em>int</em>) – or None, the most recent n history to use for alignment</p> +</dd> +</dl> +<dl class="py method"> +<dt class="sig sig-object py" id="autots.tools.transform.BKBandpassFilter.fit"> +<span class="sig-name descname"><span class="pre">fit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BKBandpassFilter.fit" title="Permalink to this definition">¶</a></dt> +<dd><p>Learn behavior of data to change.</p> +<dl class="field-list simple"> +<dt class="field-odd">Parameters<span class="colon">:</span></dt> +<dd class="field-odd"><p><strong>df</strong> (<em>pandas.DataFrame</em>) – input dataframe</p> +</dd> +</dl> +</dd></dl> + +<dl class="py method"> +<dt class="sig sig-object py" id="autots.tools.transform.BKBandpassFilter.fit_transform"> +<span class="sig-name descname"><span class="pre">fit_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BKBandpassFilter.fit_transform" title="Permalink to this definition">¶</a></dt> +<dd><p>Fits and Returns <em>Magical</em> DataFrame.</p> +<dl class="field-list simple"> +<dt class="field-odd">Parameters<span class="colon">:</span></dt> +<dd class="field-odd"><p><strong>df</strong> (<em>pandas.DataFrame</em>) – input dataframe</p> +</dd> +</dl> +</dd></dl> + +<dl class="py method"> +<dt class="sig sig-object py" id="autots.tools.transform.BKBandpassFilter.get_new_params"> +<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_new_params</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'random'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BKBandpassFilter.get_new_params" title="Permalink to this definition">¶</a></dt> +<dd><p>Generate new random parameters</p> +</dd></dl> + +<dl class="py method"> +<dt class="sig sig-object py" id="autots.tools.transform.BKBandpassFilter.inverse_transform"> +<span class="sig-name descname"><span class="pre">inverse_transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">trans_method</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'forecast'</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BKBandpassFilter.inverse_transform" title="Permalink to this definition">¶</a></dt> +<dd><p>Return data to original <em>or</em> forecast form.</p> +<dl class="field-list simple"> +<dt class="field-odd">Parameters<span class="colon">:</span></dt> +<dd class="field-odd"><p><strong>df</strong> (<em>pandas.DataFrame</em>) – input dataframe</p> +</dd> +</dl> +</dd></dl> + +<dl class="py method"> +<dt class="sig sig-object py" id="autots.tools.transform.BKBandpassFilter.transform"> +<span class="sig-name descname"><span class="pre">transform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BKBandpassFilter.transform" title="Permalink to this definition">¶</a></dt> +<dd><p>Return changed data.</p> +<dl class="field-list simple"> +<dt class="field-odd">Parameters<span class="colon">:</span></dt> +<dd class="field-odd"><p><strong>df</strong> (<em>pandas.DataFrame</em>) – input dataframe</p> +</dd> +</dl> +</dd></dl> + +</dd></dl> + <dl class="py class"> <dt class="sig sig-object py" id="autots.tools.transform.BTCD"> <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">BTCD</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">regression_model</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{'model':</span> <span class="pre">'LinearRegression',</span> <span class="pre">'model_params':</span> <span class="pre">{}}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_lags</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">'BTCD'</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.BTCD" title="Permalink to this definition">¶</a></dt> @@ -2957,7 +3020,9 @@ <h3>Usage example<a class="headerlink" href="#usage-example" title="Permalink to “FFTDecomposition”: remove FFT harmonics, later add back “ReplaceConstant”: replace a value with NaN, optionally fillna then later reintroduce “AlignLastDiff”: shift forecast to be within range of historical diffs -“DiffSmoother”: smooth diffs then return to original space</p> +“DiffSmoother”: smooth diffs then return to original space +“HistoricValues”: match predictions to most similar historic value and overwrite +“BKBandpassFilter”: another version of the Baxter King bandpass filter</p> </p></li> <li><p><strong>transformation_params</strong> (<em>dict</em>) – params of transformers {0: {}, 1: {‘model’: ‘Poisson’}, …} pass through dictionary of empty dictionaries to utilize defaults</p></li> @@ -3718,7 +3783,7 @@ <h3>Usage example<a class="headerlink" href="#usage-example" title="Permalink to <dl class="py function"> <dt class="sig sig-object py" id="autots.tools.transform.RandomTransform"> -<span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">RandomTransform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">transformer_list</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{None:</span> <span class="pre">0.0,</span> <span class="pre">'MinMaxScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PowerTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'QuantileTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'MaxAbsScaler':</span> <span class="pre">0.03,</span> <span class="pre">'StandardScaler':</span> <span class="pre">0.04,</span> <span class="pre">'RobustScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PCA':</span> <span class="pre">0.01,</span> <span class="pre">'FastICA':</span> <span class="pre">0.01,</span> <span class="pre">'Detrend':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMeanTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMean100thN':</span> <span class="pre">0.01,</span> <span class="pre">'DifferencedTransformer':</span> <span class="pre">0.05,</span> <span class="pre">'SinTrend':</span> <span class="pre">0.01,</span> <span class="pre">'PctChangeTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'CumSumTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'PositiveShift':</span> <span class="pre">0.02,</span> <span class="pre">'Log':</span> <span class="pre">0.01,</span> <span class="pre">'IntermittentOccurrence':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalDifference':</span> <span class="pre">0.06,</span> <span class="pre">'cffilter':</span> <span class="pre">0.01,</span> <span class="pre">'bkfilter':</span> <span class="pre">0.05,</span> <span class="pre">'convolution_filter':</span> <span class="pre">0.001,</span> <span class="pre">'HPFilter':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegression':</span> <span class="pre">0.01,</span> <span class="pre">'ClipOutliers':</span> <span class="pre">0.03,</span> <span class="pre">'Discretize':</span> <span class="pre">0.01,</span> <span class="pre">'CenterLastValue':</span> <span class="pre">0.01,</span> <span class="pre">'Round':</span> <span class="pre">0.02,</span> <span class="pre">'Slice':</span> <span class="pre">0.02,</span> <span class="pre">'ScipyFilter':</span> <span class="pre">0.02,</span> <span class="pre">'STLFilter':</span> <span class="pre">0.01,</span> <span class="pre">'EWMAFilter':</span> <span class="pre">0.02,</span> <span class="pre">'MeanDifference':</span> <span class="pre">0.002,</span> <span class="pre">'BTCD':</span> <span class="pre">0.01,</span> <span class="pre">'Cointegration':</span> <span class="pre">0.01,</span> <span class="pre">'AlignLastValue':</span> <span class="pre">0.2,</span> <span class="pre">'AnomalyRemoval':</span> <span class="pre">0.03,</span> <span class="pre">'HolidayTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'LocalLinearTrend':</span> <span class="pre">0.01,</span> <span class="pre">'KalmanSmoothing':</span> <span class="pre">0.02,</span> <span class="pre">'RegressionFilter':</span> <span class="pre">0.02,</span> <span class="pre">'LevelShiftTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'CenterSplit':</span> <span class="pre">0.01,</span> <span class="pre">'FFTFilter':</span> <span class="pre">0.01,</span> <span class="pre">'FFTDecomposition':</span> <span class="pre">0.01,</span> <span class="pre">'ReplaceConstant':</span> <span class="pre">0.02,</span> <span class="pre">'AlignLastDiff':</span> <span class="pre">0.01,</span> <span class="pre">'DiffSmoother':</span> <span class="pre">0.005,</span> <span class="pre">'HistoricValues':</span> <span class="pre">0.01}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_max_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">4</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">na_prob_dict</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{'ffill':</span> <span class="pre">0.4,</span> <span class="pre">'fake_date':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean_24':</span> <span class="pre">0.1,</span> <span class="pre">'IterativeImputer':</span> <span class="pre">0.05,</span> <span class="pre">'mean':</span> <span class="pre">0.06,</span> <span class="pre">'zero':</span> <span class="pre">0.05,</span> <span class="pre">'ffill_mean_biased':</span> <span class="pre">0.1,</span> <span class="pre">'median':</span> <span class="pre">0.03,</span> <span class="pre">None:</span> <span class="pre">0.001,</span> <span class="pre">'interpolate':</span> <span class="pre">0.4,</span> <span class="pre">'KNNImputer':</span> <span class="pre">0.05,</span> <span class="pre">'IterativeImputerExtraTrees':</span> <span class="pre">0.0001,</span> <span class="pre">'SeasonalityMotifImputer':</span> <span class="pre">0.1,</span> <span class="pre">'SeasonalityMotifImputerLinMix':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalityMotifImputer1K':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegressionImputer':</span> <span class="pre">0.05}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">superfast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">traditional_order</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_min_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">allow_none</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_nan_fill</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.RandomTransform" title="Permalink to this definition">¶</a></dt> +<span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">RandomTransform</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">transformer_list</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{None:</span> <span class="pre">0.0,</span> <span class="pre">'MinMaxScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PowerTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'QuantileTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'MaxAbsScaler':</span> <span class="pre">0.03,</span> <span class="pre">'StandardScaler':</span> <span class="pre">0.04,</span> <span class="pre">'RobustScaler':</span> <span class="pre">0.03,</span> <span class="pre">'PCA':</span> <span class="pre">0.01,</span> <span class="pre">'FastICA':</span> <span class="pre">0.01,</span> <span class="pre">'Detrend':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMeanTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'RollingMean100thN':</span> <span class="pre">0.01,</span> <span class="pre">'DifferencedTransformer':</span> <span class="pre">0.05,</span> <span class="pre">'SinTrend':</span> <span class="pre">0.01,</span> <span class="pre">'PctChangeTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'CumSumTransformer':</span> <span class="pre">0.02,</span> <span class="pre">'PositiveShift':</span> <span class="pre">0.02,</span> <span class="pre">'Log':</span> <span class="pre">0.01,</span> <span class="pre">'IntermittentOccurrence':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalDifference':</span> <span class="pre">0.06,</span> <span class="pre">'cffilter':</span> <span class="pre">0.01,</span> <span class="pre">'bkfilter':</span> <span class="pre">0.05,</span> <span class="pre">'convolution_filter':</span> <span class="pre">0.001,</span> <span class="pre">'HPFilter':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegression':</span> <span class="pre">0.01,</span> <span class="pre">'ClipOutliers':</span> <span class="pre">0.03,</span> <span class="pre">'Discretize':</span> <span class="pre">0.01,</span> <span class="pre">'CenterLastValue':</span> <span class="pre">0.01,</span> <span class="pre">'Round':</span> <span class="pre">0.02,</span> <span class="pre">'Slice':</span> <span class="pre">0.02,</span> <span class="pre">'ScipyFilter':</span> <span class="pre">0.02,</span> <span class="pre">'STLFilter':</span> <span class="pre">0.01,</span> <span class="pre">'EWMAFilter':</span> <span class="pre">0.02,</span> <span class="pre">'MeanDifference':</span> <span class="pre">0.002,</span> <span class="pre">'BTCD':</span> <span class="pre">0.01,</span> <span class="pre">'Cointegration':</span> <span class="pre">0.01,</span> <span class="pre">'AlignLastValue':</span> <span class="pre">0.2,</span> <span class="pre">'AnomalyRemoval':</span> <span class="pre">0.03,</span> <span class="pre">'HolidayTransformer':</span> <span class="pre">0.01,</span> <span class="pre">'LocalLinearTrend':</span> <span class="pre">0.01,</span> <span class="pre">'KalmanSmoothing':</span> <span class="pre">0.02,</span> <span class="pre">'RegressionFilter':</span> <span class="pre">0.02,</span> <span class="pre">'LevelShiftTransformer':</span> <span class="pre">0.03,</span> <span class="pre">'CenterSplit':</span> <span class="pre">0.01,</span> <span class="pre">'FFTFilter':</span> <span class="pre">0.01,</span> <span class="pre">'FFTDecomposition':</span> <span class="pre">0.01,</span> <span class="pre">'ReplaceConstant':</span> <span class="pre">0.02,</span> <span class="pre">'AlignLastDiff':</span> <span class="pre">0.01,</span> <span class="pre">'DiffSmoother':</span> <span class="pre">0.005,</span> <span class="pre">'HistoricValues':</span> <span class="pre">0.01,</span> <span class="pre">'BKBandpassFilter':</span> <span class="pre">0.01}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_max_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">4</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">na_prob_dict</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{'ffill':</span> <span class="pre">0.4,</span> <span class="pre">'fake_date':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean':</span> <span class="pre">0.1,</span> <span class="pre">'rolling_mean_24':</span> <span class="pre">0.1,</span> <span class="pre">'IterativeImputer':</span> <span class="pre">0.025,</span> <span class="pre">'mean':</span> <span class="pre">0.06,</span> <span class="pre">'zero':</span> <span class="pre">0.05,</span> <span class="pre">'ffill_mean_biased':</span> <span class="pre">0.1,</span> <span class="pre">'median':</span> <span class="pre">0.03,</span> <span class="pre">None:</span> <span class="pre">0.001,</span> <span class="pre">'interpolate':</span> <span class="pre">0.4,</span> <span class="pre">'KNNImputer':</span> <span class="pre">0.05,</span> <span class="pre">'IterativeImputerExtraTrees':</span> <span class="pre">0.0001,</span> <span class="pre">'SeasonalityMotifImputer':</span> <span class="pre">0.1,</span> <span class="pre">'SeasonalityMotifImputerLinMix':</span> <span class="pre">0.01,</span> <span class="pre">'SeasonalityMotifImputer1K':</span> <span class="pre">0.01,</span> <span class="pre">'DatepartRegressionImputer':</span> <span class="pre">0.05}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">superfast_params</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">traditional_order</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transformer_min_depth</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">allow_none</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_nan_fill</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.RandomTransform" title="Permalink to this definition">¶</a></dt> <dd><p>Return a dict of randomly choosen transformation selections.</p> <p>BTCD is used as a signal that slow parameters are allowed.</p> </dd></dl> @@ -4311,9 +4376,15 @@ <h3>Usage example<a class="headerlink" href="#usage-example" title="Permalink to </dd></dl> +<dl class="py function"> +<dt class="sig sig-object py" id="autots.tools.transform.bkfilter_st"> +<span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">bkfilter_st</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">x</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">low</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">6</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">high</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">32</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">K</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">12</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lanczos_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.bkfilter_st" title="Permalink to this definition">¶</a></dt> +<dd><p>This code is mostly from Statsmodel’s bkfilter function.</p> +</dd></dl> + <dl class="py function"> <dt class="sig sig-object py" id="autots.tools.transform.clip_outliers"> -<span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">clip_outliers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">std_threshold</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">3</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.clip_outliers" title="Permalink to this definition">¶</a></dt> +<span class="sig-prename descclassname"><span class="pre">autots.tools.transform.</span></span><span class="sig-name descname"><span class="pre">clip_outliers</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">std_threshold</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">float</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">4</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#autots.tools.transform.clip_outliers" title="Permalink to this definition">¶</a></dt> <dd><p>Replace outliers above threshold with that threshold. Axis = 0.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters<span class="colon">:</span></dt> diff --git a/docs/build/html/source/intro.html b/docs/build/html/source/intro.html index fa8b1d1d..41f6f4e5 100644 --- a/docs/build/html/source/intro.html +++ b/docs/build/html/source/intro.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>Intro — AutoTS 0.6.7 documentation</title> + <title>Intro — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> diff --git a/docs/build/html/source/modules.html b/docs/build/html/source/modules.html index 84940634..78019fd0 100644 --- a/docs/build/html/source/modules.html +++ b/docs/build/html/source/modules.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>autots — AutoTS 0.6.7 documentation</title> + <title>autots — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> @@ -134,6 +134,7 @@ <h1>autots<a class="headerlink" href="#autots" title="Permalink to this heading" <li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.best_model_per_series_mape"><code class="docutils literal notranslate"><span class="pre">AutoTS.best_model_per_series_mape()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.best_model_per_series_score"><code class="docutils literal notranslate"><span class="pre">AutoTS.best_model_per_series_score()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.diagnose_params"><code class="docutils literal notranslate"><span class="pre">AutoTS.diagnose_params()</span></code></a></li> +<li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.expand_horizontal"><code class="docutils literal notranslate"><span class="pre">AutoTS.expand_horizontal()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.export_best_model"><code class="docutils literal notranslate"><span class="pre">AutoTS.export_best_model()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.export_template"><code class="docutils literal notranslate"><span class="pre">AutoTS.export_template()</span></code></a></li> <li class="toctree-l4"><a class="reference internal" href="autots.html#autots.AutoTS.failure_rate"><code class="docutils literal notranslate"><span class="pre">AutoTS.failure_rate()</span></code></a></li> diff --git a/docs/build/html/source/tutorial.html b/docs/build/html/source/tutorial.html index 4fad27be..a45f1149 100644 --- a/docs/build/html/source/tutorial.html +++ b/docs/build/html/source/tutorial.html @@ -6,7 +6,7 @@ <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" /> - <title>Tutorial — AutoTS 0.6.7 documentation</title> + <title>Tutorial — AutoTS 0.6.8 documentation</title> <link rel="stylesheet" type="text/css" href="../_static/pygments.css" /> <link rel="stylesheet" type="text/css" href="../_static/alabaster.css" /> <script data-url_root="../" id="documentation_options" src="../_static/documentation_options.js"></script> From ec6860cff092556b6f75acec880a49743f7891c2 Mon Sep 17 00:00:00 2001 From: Colin Catlin <colin.catlin@gmail.com> Date: Thu, 18 Jan 2024 08:19:56 -0600 Subject: [PATCH 17/17] 0.6.8 p1 --- autots/tools/transform.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/autots/tools/transform.py b/autots/tools/transform.py index 3164f5a3..d148d75d 100644 --- a/autots/tools/transform.py +++ b/autots/tools/transform.py @@ -5171,7 +5171,7 @@ def _fit_one(self, df, i): if not isinstance(df, pd.DataFrame): df = pd.DataFrame(df, index=self.df_index, columns=self.df_colnames) # update index reference if sliced - if transformation in ["Slice", "FastICA", "PCA"]: + if transformation in ["Slice", "FastICA", "PCA", "CenterSplit"]: self.df_index = df.index self.df_colnames = df.columns # df = df.replace([np.inf, -np.inf], 0) # .fillna(0) @@ -5211,7 +5211,7 @@ def _transform_one(self, df, i): if not isinstance(df, pd.DataFrame): df = pd.DataFrame(df, index=self.df_index, columns=self.df_colnames) # update index reference if sliced - if transformation in ["Slice", "FastICA", "PCA"]: + if transformation in ["Slice", "FastICA", "PCA", "CenterSplit"]: self.df_index = df.index self.df_colnames = df.columns return df @@ -5255,7 +5255,7 @@ def _inverse_one(self, df, i, trans_method='forecast', bounds=False): df = self.transformers[i].inverse_transform(df) if not isinstance(df, pd.DataFrame): df = pd.DataFrame(df, index=self.df_index, columns=self.df_colnames) - elif self.c_trans_n in ["FastICA", "PCA"]: + elif self.c_trans_n in ["FastICA", "PCA", "CenterSplit"]: self.df_colnames = df.columns # df = df.replace([np.inf, -np.inf], 0) return df