0.1.4

New Primitives

• mlprimitives.timeseries primitives for timeseries data preprocessing
• mlprimitives.timeseres_error primitives for timeseries anomaly detection
• keras.Sequential.LSTMTimeSeriesRegressor
• sklearn.neighbors.KNeighbors Classifier and Regressor
• several sklearn.decomposition primitives
• several sklearn.ensemble primitives

Bug Fixes

• Fix typo in mlprimitives.text.TextCleaner primitive
• Fix bug in index handling in featuretools.dfs primitive
• Fix bug in SingleLayerCNNImageClassifier annotation
• Remove old vlaidation tags from JSON annotations

v0.1.3 - featuretools.dfs

New Features

• Fix and re-enable featuretools.dfs primitive.

0.1.2

New Features

• Add pipeline specification language and Evaluation utilities.
• Add pipelines for graph, text and tabular problems.
• New primitives ClassEncoder and ClassDecoder
• New primitives UniqueCounter and VocabularyCounter

Bug Fixes

• Fix TrivialPredictor bug when working with numpy arrays
• Change XGB default learning rate and number of estimators

0.1.1

New Features

• Add more keras.applications primitives.
• Add a Text Cleanup primitive.

Bug Fixes

• Add keywords to keras.preprocessing primtives.
• Fix the image_transformmethod.
• Add epoch as a fixed hyperparameter for keras.Sequential primitives.