├── .gitignore ├── LICENSE ├── README.md ├── analyze.py ├── compare.py ├── metrics.py ├── ml ├── grid_search │ ├── AdaBoostClassifier.py │ ├── BernoulliNB.py │ ├── DecisionTreeClassifier.py │ ├── ExtraTreesClassifier.py │ ├── GaussianNB.py │ ├── GradientBoostingClassifier.py │ ├── KNeighborsClassifier.py │ ├── LinearSVC.py │ ├── LogisticRegression.py │ ├── MultinomialNB.py │ ├── PassiveAggressiveClassifier.py │ ├── RandomForestClassifier.py │ ├── SGDClassifier.py │ ├── SVC.py │ ├── XGBClassifier.py │ ├── evaluate_model.py │ └── tpot_metrics.py ├── random_search │ ├── AdaBoostClassifier.py │ ├── BernoulliNB.py │ ├── DecisionTreeClassifier.py │ ├── ExtraTreesClassifier.py │ ├── GaussianNB.py │ ├── GradientBoostingClassifier.py │ ├── KNeighborsClassifier.py │ ├── LinearSVC.py │ ├── LogisticRegression.py │ ├── MultinomialNB.py │ ├── PassiveAggressiveClassifier.py │ ├── RandomForestClassifier.py │ ├── SGDClassifier.py │ ├── SVC.py │ ├── XGBClassifier.py │ ├── evaluate_model.py │ └── tpot_metrics.py └── random_search_preprocessing │ ├── AdaBoostClassifier.py │ ├── BernoulliNB.py │ ├── DecisionTreeClassifier.py │ ├── ExtraTreesClassifier.py │ ├── GaussianNB.py │ ├── GradientBoostingClassifier.py │ ├── KNeighborsClassifier.py │ ├── LinearSVC.py │ ├── LogisticRegression.py │ ├── MLPClassifier.py │ ├── MultinomialNB.py │ ├── PassiveAggressiveClassifier.py │ ├── RandomForestClassifier.py │ ├── SGDClassifier.py │ ├── SVC.py │ ├── XGBClassifier.py │ ├── evaluate_model.py │ └── tpot_metrics.py ├── preprocessors.py ├── read_file.py ├── submit_jobs.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EpistasisLab/ml-analyst/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/EpistasisLab/ml-analyst/HEAD/LICENSE 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