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A
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C
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D
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E
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F
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G
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H
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I
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L
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M
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P
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R
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S
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T
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X
A
Accuracy (class in modelgym.metrics)
C
check_categorial() (modelgym.guru.Guru method)
check_class_disbalance() (modelgym.guru.Guru method)
check_correlation() (modelgym.guru.Guru method)
check_everything() (modelgym.guru.Guru method)
check_exists() (modelgym.trackers.tracker.LocalTracker static method)
check_sparse() (modelgym.guru.Guru method)
compare_models_different() (in module modelgym.utils.util)
crossval_optimize_params() (modelgym.trainers.hyperopt_trainer.HyperoptTrainer method)
(modelgym.trainers.skopt_trainer.SkoptTrainer method)
CtBClassifier (class in modelgym.models.catboost_model)
CtBRegressor (class in modelgym.models.catboost_model)
D
draw_2dhist() (modelgym.guru.Guru method)
draw_correlation_heatmap() (modelgym.guru.Guru method)
E
EnsembleClassifier (class in modelgym.models.ensemble_model)
EnsembleRegressor (class in modelgym.models.ensemble_model)
F
F1 (class in modelgym.metrics)
fit() (modelgym.models.catboost_model.CtBClassifier method)
(modelgym.models.catboost_model.CtBRegressor method)
(modelgym.models.ensemble_model.EnsembleClassifier method)
(modelgym.models.ensemble_model.EnsembleRegressor method)
(modelgym.models.lightgbm_model.LGBMClassifier method)
(modelgym.models.lightgbm_model.LGBMRegressor method)
(modelgym.models.model.Model method)
(modelgym.models.rf_model.RFClassifier method)
(modelgym.models.xgboost_model.XGBClassifier method)
(modelgym.models.xgboost_model.XGBRegressor method)
G
get_best_results() (modelgym.trainers.hyperopt_trainer.HyperoptTrainer method)
(modelgym.trainers.skopt_trainer.SkoptTrainer method)
get_default_parameter_space() (modelgym.models.catboost_model.CtBClassifier static method)
(modelgym.models.catboost_model.CtBRegressor static method)
(modelgym.models.ensemble_model.EnsembleClassifier static method)
(modelgym.models.ensemble_model.EnsembleRegressor static method)
(modelgym.models.lightgbm_model.LGBMClassifier static method)
(modelgym.models.lightgbm_model.LGBMRegressor static method)
(modelgym.models.model.Model static method)
(modelgym.models.rf_model.RFClassifier static method)
(modelgym.models.xgboost_model.XGBClassifier static method)
(modelgym.models.xgboost_model.XGBRegressor static method)
get_learning_task() (modelgym.models.catboost_model.CtBClassifier static method)
(modelgym.models.catboost_model.CtBRegressor static method)
(modelgym.models.ensemble_model.EnsembleClassifier static method)
(modelgym.models.ensemble_model.EnsembleRegressor static method)
(modelgym.models.lightgbm_model.LGBMClassifier static method)
(modelgym.models.lightgbm_model.LGBMRegressor static method)
(modelgym.models.model.Model static method)
(modelgym.models.rf_model.RFClassifier static method)
(modelgym.models.xgboost_model.XGBClassifier static method)
(modelgym.models.xgboost_model.XGBRegressor static method)
get_one_hot() (modelgym.models.ensemble_model.EnsembleClassifier static method)
GPTrainer (class in modelgym.trainers.skopt_trainer)
Guru (class in modelgym.guru)
H
HyperoptTrainer (class in modelgym.trainers.hyperopt_trainer)
I
is_possible_predict_proba() (modelgym.models.catboost_model.CtBClassifier method)
(modelgym.models.catboost_model.CtBRegressor method)
(modelgym.models.ensemble_model.EnsembleClassifier method)
(modelgym.models.ensemble_model.EnsembleRegressor method)
(modelgym.models.lightgbm_model.LGBMClassifier method)
(modelgym.models.lightgbm_model.LGBMRegressor method)
(modelgym.models.model.Model method)
(modelgym.models.rf_model.RFClassifier method)
(modelgym.models.xgboost_model.XGBClassifier method)
(modelgym.models.xgboost_model.XGBRegressor method)
L
LGBMClassifier (class in modelgym.models.lightgbm_model)
LGBMRegressor (class in modelgym.models.lightgbm_model)
load_from_snapshot() (modelgym.models.catboost_model.CtBClassifier static method)
(modelgym.models.catboost_model.CtBRegressor static method)
(modelgym.models.ensemble_model.EnsembleClassifier static method)
(modelgym.models.ensemble_model.EnsembleRegressor static method)
(modelgym.models.lightgbm_model.LGBMClassifier static method)
(modelgym.models.lightgbm_model.LGBMRegressor static method)
(modelgym.models.model.Model static method)
(modelgym.models.rf_model.RFClassifier static method)
(modelgym.models.xgboost_model.XGBClassifier static method)
(modelgym.models.xgboost_model.XGBRegressor static method)
load_state() (modelgym.trackers.tracker.LocalTracker method)
(modelgym.trackers.tracker.TrackerMongo method)
LocalTracker (class in modelgym.trackers.tracker)
Logloss (class in modelgym.metrics)
M
Metric (class in modelgym.metrics)
Model (class in modelgym.models.model)
modelgym.guru (module)
modelgym.metrics (module)
modelgym.models.catboost_model (module)
modelgym.models.ensemble_model (module)
modelgym.models.lightgbm_model (module)
modelgym.models.model (module)
modelgym.models.rf_model (module)
modelgym.models.xgboost_model (module)
modelgym.trackers.tracker (module)
modelgym.trainers.hyperopt_trainer (module)
modelgym.trainers.skopt_trainer (module)
modelgym.utils.util (module)
Mse (class in modelgym.metrics)
P
Precision (class in modelgym.metrics)
predict() (modelgym.models.catboost_model.CtBClassifier method)
(modelgym.models.catboost_model.CtBRegressor method)
(modelgym.models.ensemble_model.EnsembleClassifier method)
(modelgym.models.ensemble_model.EnsembleRegressor method)
(modelgym.models.lightgbm_model.LGBMClassifier method)
(modelgym.models.lightgbm_model.LGBMRegressor method)
(modelgym.models.model.Model method)
(modelgym.models.rf_model.RFClassifier method)
(modelgym.models.xgboost_model.XGBClassifier method)
(modelgym.models.xgboost_model.XGBRegressor method)
predict_proba() (modelgym.models.catboost_model.CtBClassifier method)
(modelgym.models.catboost_model.CtBRegressor method)
(modelgym.models.ensemble_model.EnsembleClassifier method)
(modelgym.models.ensemble_model.EnsembleRegressor method)
(modelgym.models.lightgbm_model.LGBMClassifier method)
(modelgym.models.lightgbm_model.LGBMRegressor method)
(modelgym.models.model.Model method)
(modelgym.models.rf_model.RFClassifier method)
(modelgym.models.xgboost_model.XGBClassifier method)
(modelgym.models.xgboost_model.XGBRegressor method)
R
RandomTrainer (class in modelgym.trainers.hyperopt_trainer)
Recall (class in modelgym.metrics)
RFClassifier (class in modelgym.models.rf_model)
RFTrainer (class in modelgym.trainers.skopt_trainer)
RocAuc (class in modelgym.metrics)
S
save_snapshot() (modelgym.models.catboost_model.CtBClassifier method)
(modelgym.models.catboost_model.CtBRegressor method)
(modelgym.models.ensemble_model.EnsembleClassifier method)
(modelgym.models.ensemble_model.EnsembleRegressor method)
(modelgym.models.lightgbm_model.LGBMClassifier method)
(modelgym.models.lightgbm_model.LGBMRegressor method)
(modelgym.models.model.Model method)
(modelgym.models.rf_model.RFClassifier method)
(modelgym.models.xgboost_model.XGBClassifier method)
(modelgym.models.xgboost_model.XGBRegressor method)
save_state() (modelgym.trackers.tracker.LocalTracker method)
(modelgym.trackers.tracker.TrackerMongo method)
SkoptTrainer (class in modelgym.trainers.skopt_trainer)
T
TpeTrainer (class in modelgym.trainers.hyperopt_trainer)
TrackerMongo (class in modelgym.trackers.tracker)
X
XGBClassifier (class in modelgym.models.xgboost_model)
XGBRegressor (class in modelgym.models.xgboost_model)
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