Merge pull request #21 from Alex-Lekov/develop

1.01.11

Author: Alex-Lekov

CHANGELOG.md

@@ -4,6 +4,13 @@ All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
+## [1.01.11]
+
+### Fix
+- score_cv_folds fix in ModelsReview
+- normalization
+
+
 ## [0.11.24]
 
 ### ADD

automl_alex/__version__.py

@@ -1 +1 @@
-__version__ = "0.11.24"
+__version__ = "1.01.11"

automl_alex/automl_alex.py

@@ -149,7 +149,7 @@ def fit(self,
             # Model
             model_tmp = all_models[model_name](databunch=self._data, 
                                             cv=self._cv,
-                                            score_cv_folds = self._cv,
+                                            score_cv_folds = self._score_cv_folds,
                                             metric=self.metric,
                                             direction=self.direction,
                                             metric_round=self._metric_round,

automl_alex/models/base.py

@@ -114,6 +114,7 @@ def __init__(self,
                                     num_generator_features=num_generator_features,
                                     group_generator_features=group_generator_features,
                                     frequency_enc_num_features=frequency_enc_num_features,
+                                    normalization=normalization,
                                     verbose=verbose,
                                     random_state=random_state,)
             else: 

requirements.txt

@@ -1,13 +1,13 @@
-numpy>=1.18.1
+numpy>=1.18.5
 pandas>=1.0.1
 scikit-learn>=0.21.0
 seaborn
-lightgbm>=2.3.1
-catboost>=0.22
-xgboost>=1.0.2
+lightgbm>=3.0.0
+catboost>=0.24.3
+xgboost>=1.3.0
 scipy>=1.4.1
 tqdm>=4.43.0
-optuna>=1.3.0
+optuna>=2.3.0
 category-encoders>=2.2.2
 patsy>=0.5.1
 statsmodels>=0.11.1