[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

benchmarks/hyperparamopt.py

@@ -1,4 +1,5 @@
 """Start a hyperoptimization from a single node"""
+
 import pickle as pkl
 import sys
 

benchmarks/print_best_model.py

@@ -1,4 +1,5 @@
 """Print the best model parameters and loss"""
+
 import pickle as pkl
 from pprint import PrettyPrinter
 

docs/generate_papers.py

@@ -1,4 +1,5 @@
 """This script generates the papers.md file from the papers.yml file."""
+
 from pathlib import Path
 
 import yaml

pysr/denoising.py

@@ -1,4 +1,5 @@
 """Functions for denoising data during preprocessing."""
+
 import numpy as np
 
 

pysr/deprecated.py

@@ -1,4 +1,5 @@
 """Various functions to deprecate features."""
+
 import warnings
 
 

pysr/export_latex.py

@@ -1,4 +1,5 @@
 """Functions to help export PySR equations to LaTeX."""
+
 from typing import List, Optional, Tuple
 
 import pandas as pd

pysr/export_numpy.py

@@ -1,4 +1,5 @@
 """Code for exporting discovered expressions to numpy"""
+
 import warnings
 
 import numpy as np

pysr/export_sympy.py

@@ -1,4 +1,5 @@
 """Define utilities to export to sympy"""
+
 from typing import Callable, Dict, List, Optional
 
 import sympy

pysr/feature_selection.py

@@ -1,4 +1,5 @@
 """Functions for doing feature selection during preprocessing."""
+
 import numpy as np
 
 

pysr/julia_helpers.py

@@ -1,4 +1,5 @@
 """Functions for initializing the Julia environment and installing deps."""
+
 import os
 import subprocess
 import sys

pysr/sklearn_monkeypatch.py

@@ -3,8 +3,7 @@
 from sklearn.utils import validation
 
 
-def _ensure_no_complex_data(*args, **kwargs):
-    ...
+def _ensure_no_complex_data(*args, **kwargs): ...
 
 
 try:

pysr/sr.py

@@ -1,4 +1,5 @@
 """Define the PySRRegressor scikit-learn interface."""
+
 import copy
 import os
 import pickle as pkl
@@ -1658,9 +1659,9 @@ def _run(self, X, y, mutated_params, weights, seed):
             fraction_replaced_hof=self.fraction_replaced_hof,
             should_simplify=self.should_simplify,
             should_optimize_constants=self.should_optimize_constants,
-            warmup_maxsize_by=0.0
-            if self.warmup_maxsize_by is None
-            else self.warmup_maxsize_by,
+            warmup_maxsize_by=(
+                0.0 if self.warmup_maxsize_by is None else self.warmup_maxsize_by
+            ),
             use_frequency=self.use_frequency,
             use_frequency_in_tournament=self.use_frequency_in_tournament,
             adaptive_parsimony_scaling=self.adaptive_parsimony_scaling,

pysr/test/__main__.py

@@ -1,4 +1,5 @@
 """CLI for running PySR's test suite."""
+
 import argparse
 import os
 

pysr/test/test_env.py

@@ -22,9 +22,9 @@ def test_custom_shared_env(self):
                 os.environ["JULIA_DEPOT_PATH"] = tmpdir
             else:
                 old_env = os.environ["JULIA_DEPOT_PATH"]
-                os.environ[
-                    "JULIA_DEPOT_PATH"
-                ] = f"{tmpdir}:{os.environ['JULIA_DEPOT_PATH']}"
+                os.environ["JULIA_DEPOT_PATH"] = (
+                    f"{tmpdir}:{os.environ['JULIA_DEPOT_PATH']}"
+                )
             Main.eval(
                 f'pushfirst!(DEPOT_PATH, "{julia_helpers._escape_filename(tmpdir)}")'
             )