Index

A

AbstractPredictorConstr (class in pyscipopt_ml.modelling.base_predictor_constraint) add_centroid_cluster_constr() (in module pyscipopt_ml.sklearn) add_decision_tree_classifier_constr() (in module pyscipopt_ml.sklearn) add_decision_tree_regressor_constr() (in module pyscipopt_ml.sklearn) add_gradient_boosting_classifier_constr() (in module pyscipopt_ml.sklearn) add_gradient_boosting_regressor_constr() (in module pyscipopt_ml.sklearn) add_keras_constr() (in module pyscipopt_ml.keras) add_lgbclassifier_constr() (in module pyscipopt_ml.lightgbm) add_lgbregressor_constr() (in module pyscipopt_ml.lightgbm) add_linear_regression_constr() (in module pyscipopt_ml.sklearn) add_logistic_regression_constr() (in module pyscipopt_ml.sklearn) add_mlp_classifier_constr() (in module pyscipopt_ml.sklearn) add_mlp_regressor_constr() (in module pyscipopt_ml.sklearn) add_multi_output_classifier_constr() (in module pyscipopt_ml.sklearn)

add_multi_output_regressor_constr() (in module pyscipopt_ml.sklearn) add_onnx_constr() (in module pyscipopt_ml.onnx) add_pipeline_constr() (in module pyscipopt_ml.sklearn) add_pls_regression_constr() (in module pyscipopt_ml.sklearn) add_predictor_constr() (in module pyscipopt_ml) add_random_forest_classifier_constr() (in module pyscipopt_ml.sklearn) add_random_forest_regressor_constr() (in module pyscipopt_ml.sklearn) add_regression_constr() (pyscipopt_ml.sklearn.pls.PLSRegressionConstr method) add_sequential_constr() (in module pyscipopt_ml.torch) add_support_vector_classifier_constr() (in module pyscipopt_ml.sklearn) add_support_vector_regressor_constr() (in module pyscipopt_ml.sklearn) add_xgbclassifier_constr() (in module pyscipopt_ml.xgboost) add_xgbclassifier_rf_constr() (in module pyscipopt_ml.xgboost) add_xgbregressor_constr() (in module pyscipopt_ml.xgboost) add_xgbregressor_rf_constr() (in module pyscipopt_ml.xgboost)

C

CentroidClusterConstr (class in pyscipopt_ml.sklearn.centroid_cluster)

D

DecisionTreeConstr (class in pyscipopt_ml.sklearn.decision_tree)

E

extract_raw_data_and_create_tree_vars() (pyscipopt_ml.lightgbm.lgbgetter.LGBgetter method) (pyscipopt_ml.xgboost.xgbgetter.XGBgetter method)

G

get_error() (pyscipopt_ml.keras.keras.KerasNetworkConstr method) (pyscipopt_ml.lightgbm.lgbgetter.LGBgetter method) (pyscipopt_ml.modelling.base_predictor_constraint.AbstractPredictorConstr method) (pyscipopt_ml.onnx.neural_net_onnx.ONNXConstr method) (pyscipopt_ml.sklearn.skgetter.SKgetter method) (pyscipopt_ml.sklearn.skgetter.SKtransformer method) (pyscipopt_ml.torch.sequential.SequentialConstr method) (pyscipopt_ml.xgboost.xgbgetter.XGBgetter method)

GradientBoostingConstr (class in pyscipopt_ml.sklearn.gradient_boosting)

I

input (pyscipopt_ml.modelling.base_predictor_constraint.AbstractPredictorConstr property) (pyscipopt_ml.sklearn.pipeline.PipelineConstr property)

input_values (pyscipopt_ml.modelling.base_predictor_constraint.AbstractPredictorConstr property) (pyscipopt_ml.sklearn.pipeline.PipelineConstr property)

K

KerasNetworkConstr (class in pyscipopt_ml.keras.keras)

L

LGBgetter (class in pyscipopt_ml.lightgbm.lgbgetter) LightGBMConstr (class in pyscipopt_ml.lightgbm.lightgbm_constr)

LinearRegressionConstr (class in pyscipopt_ml.sklearn.linear_regression) LogisticRegressionConstr (class in pyscipopt_ml.sklearn.logistic_regression)

M

MLPConstr (class in pyscipopt_ml.sklearn.mlp) module pyscipopt_ml.sklearn.centroid_cluster pyscipopt_ml.sklearn.decision_tree pyscipopt_ml.sklearn.gradient_boosting pyscipopt_ml.sklearn.linear_regression pyscipopt_ml.sklearn.logistic_regression pyscipopt_ml.sklearn.mlp pyscipopt_ml.sklearn.multi_output pyscipopt_ml.sklearn.pipeline pyscipopt_ml.sklearn.pls pyscipopt_ml.sklearn.random_forest pyscipopt_ml.sklearn.support_vector

MultiOutputConstr (class in pyscipopt_ml.sklearn.multi_output)

O

ONNXConstr (class in pyscipopt_ml.onnx.neural_net_onnx) output (pyscipopt_ml.modelling.base_predictor_constraint.AbstractPredictorConstr property) (pyscipopt_ml.sklearn.pipeline.PipelineConstr property)

output_values (pyscipopt_ml.modelling.base_predictor_constraint.AbstractPredictorConstr property) (pyscipopt_ml.sklearn.pipeline.PipelineConstr property)

P

PipelineConstr (class in pyscipopt_ml.sklearn.pipeline) PLSRegressionConstr (class in pyscipopt_ml.sklearn.pls) predictor (pyscipopt_ml.lightgbm.lgbgetter.LGBgetter attribute) (pyscipopt_ml.sklearn.skgetter.SKgetter attribute) (pyscipopt_ml.xgboost.xgbgetter.XGBgetter attribute) print_stats() (pyscipopt_ml.modelling.base_predictor_constraint.AbstractPredictorConstr method) pyscipopt_ml.sklearn.centroid_cluster module pyscipopt_ml.sklearn.decision_tree module pyscipopt_ml.sklearn.gradient_boosting module pyscipopt_ml.sklearn.linear_regression module

pyscipopt_ml.sklearn.logistic_regression module pyscipopt_ml.sklearn.mlp module pyscipopt_ml.sklearn.multi_output module pyscipopt_ml.sklearn.pipeline module pyscipopt_ml.sklearn.pls module pyscipopt_ml.sklearn.random_forest module pyscipopt_ml.sklearn.support_vector module

R

RandomForestConstr (class in pyscipopt_ml.sklearn.random_forest)

S

SequentialConstr (class in pyscipopt_ml.torch.sequential) SKgetter (class in pyscipopt_ml.sklearn.skgetter)

SKtransformer (class in pyscipopt_ml.sklearn.skgetter) SupportVectorConstr (class in pyscipopt_ml.sklearn.support_vector)

T

transformer (pyscipopt_ml.sklearn.skgetter.SKtransformer attribute)

X

XGBgetter (class in pyscipopt_ml.xgboost.xgbgetter)

XGBoostConstr (class in pyscipopt_ml.xgboost.xgboost_constr)