DeepTables
0.1.11
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X
A
AbstractPreprocessor (class in deeptables.models.preprocessor)
add_input() (deeptables.models.deepmodel.ModelDesc method)
add_net() (deeptables.models.deepmodel.ModelDesc method)
AFM (class in deeptables.models.layers)
afm_nets() (in module deeptables.models.deepnets)
apply() (deeptables.models.deepmodel.DeepModel method)
(deeptables.models.deeptable.DeepTable method)
autoint_nets() (in module deeptables.models.deepnets)
B
BatchTrainer (class in deeptables.utils.batch_trainer)
bayes_search() (deeptables.utils.batch_trainer.BatchTrainer static method)
best_model (deeptables.models.deeptable.DeepTable attribute)
,
[1]
best_model() (deeptables.models.modelset.ModelSet method)
BilinearInteraction (class in deeptables.models.layers)
BinaryFocalLoss (class in deeptables.models.layers)
build() (deeptables.models.layers.AFM method)
(deeptables.models.layers.BilinearInteraction method)
(deeptables.models.layers.CIN method)
(deeptables.models.layers.Cross method)
(deeptables.models.layers.FGCNN method)
(deeptables.models.layers.MultiColumnEmbedding method)
(deeptables.models.layers.MultiheadAttention method)
(deeptables.models.layers.OuterProduct method)
(deeptables.models.layers.SENET method)
build_dae() (deeptables.fe.dae.DAE method)
build_dae2() (deeptables.fe.dae.DAE method)
C
calc() (deeptables.models.layers.GHMCLoss method)
calc_score() (in module deeptables.models.evaluation)
call() (deeptables.models.layers.AFM method)
(deeptables.models.layers.BilinearInteraction method)
(deeptables.models.layers.BinaryFocalLoss method)
(deeptables.models.layers.CIN method)
(deeptables.models.layers.CategoricalFocalLoss method)
(deeptables.models.layers.Cross method)
(deeptables.models.layers.FGCNN method)
(deeptables.models.layers.FM method)
(deeptables.models.layers.InnerProduct method)
(deeptables.models.layers.MultiColumnEmbedding method)
(deeptables.models.layers.MultiheadAttention method)
(deeptables.models.layers.OuterProduct method)
(deeptables.models.layers.SENET method)
catboost_fit() (in module deeptables.utils.batch_trainer)
CategoricalColumn (class in deeptables.models.metainfo)
CategoricalFocalLoss (class in deeptables.models.layers)
CategorizeEncoder (class in deeptables.preprocessing.transformer)
CIN (class in deeptables.models.layers)
cin_nets() (in module deeptables.models.deepnets)
classes_ (deeptables.models.deeptable.DeepTable attribute)
clear() (deeptables.models.modelset.ModelSet method)
compute_mask() (deeptables.models.layers.MultiColumnEmbedding method)
concat_emb_dense() (deeptables.models.deeptable.DeepTable method)
ContinuousColumn (class in deeptables.models.metainfo)
Cross (class in deeptables.models.layers)
cross_dnn_nets() (in module deeptables.models.deepnets)
cross_nets() (in module deeptables.models.deepnets)
custom_dnn_D_A_D_B() (in module deeptables.models.deepnets)
D
DAE (class in deeptables.fe.dae)
dart_early_stopping() (in module deeptables.utils.dart_early_stopping)
DataFrameWrapper (class in deeptables.preprocessing.transformer)
dcn_nets() (in module deeptables.models.deepnets)
DeepModel (class in deeptables.models.deepmodel)
DeepTable (class in deeptables.models.deeptable)
deeptables (module)
deeptables.datasets (module)
deeptables.datasets.dsutils (module)
deeptables.eda (module)
deeptables.ensemble (module)
deeptables.fe (module)
deeptables.fe.dae (module)
deeptables.models (module)
deeptables.models.config (module)
deeptables.models.deepmodel (module)
deeptables.models.deepnets (module)
deeptables.models.deeptable (module)
deeptables.models.evaluation (module)
deeptables.models.layers (module)
deeptables.models.metainfo (module)
deeptables.models.modelset (module)
deeptables.models.preprocessor (module)
deeptables.preprocessing (module)
deeptables.preprocessing.transformer (module)
deeptables.preprocessing.utils (module)
deeptables.utils (module)
deeptables.utils.batch_trainer (module)
deeptables.utils.consts (module)
deeptables.utils.dart_early_stopping (module)
deeptables.utils.dt_logging (module)
deeptables.utils.gpu (module)
deeptables.utils.quicktest (module)
DefaultPreprocessor (class in deeptables.models.preprocessor)
deserialize() (in module deeptables.models.deepnets)
dict_lower_keys() (deeptables.models.modelset.ModelInfo method)
dnn() (in module deeptables.models.deepnets)
dnn_nets() (in module deeptables.models.deepnets)
E
ensemble_predict_proba() (deeptables.utils.batch_trainer.BatchTrainer method)
evaluate() (deeptables.models.deepmodel.DeepModel method)
(deeptables.models.deeptable.DeepTable method)
F
fg_nets() (in module deeptables.models.deepnets)
FGCNN (class in deeptables.models.layers)
fgcnn_afm_nets() (in module deeptables.models.deepnets)
fgcnn_cin_nets() (in module deeptables.models.deepnets)
fgcnn_dnn_nets() (in module deeptables.models.deepnets)
fgcnn_fm_nets() (in module deeptables.models.deepnets)
fgcnn_ipnn_nets() (in module deeptables.models.deepnets)
fibi_dnn_nets() (in module deeptables.models.deepnets)
fibi_nets() (in module deeptables.models.deepnets)
first_metric_name (deeptables.models.config.ModelConfig attribute)
(deeptables.utils.batch_trainer.BatchTrainer attribute)
fit() (deeptables.fe.dae.DAE method)
(deeptables.models.deepmodel.DeepModel method)
(deeptables.models.deeptable.DeepTable method)
(deeptables.preprocessing.transformer.CategorizeEncoder method)
(deeptables.preprocessing.transformer.DataFrameWrapper method)
(deeptables.preprocessing.transformer.LgbmLeavesEncoder method)
(deeptables.preprocessing.transformer.MultiKBinsDiscretizer method)
(deeptables.preprocessing.transformer.MultiLabelEncoder method)
(deeptables.preprocessing.transformer.PassThroughEstimator method)
fit_cross_validation() (deeptables.models.deeptable.DeepTable method)
(deeptables.utils.batch_trainer.BatchTrainer static method)
fit_transform() (deeptables.fe.dae.DAE method)
(deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
(deeptables.preprocessing.transformer.CategorizeEncoder method)
(deeptables.preprocessing.transformer.DataFrameWrapper method)
(deeptables.preprocessing.transformer.GaussRankScaler method)
(deeptables.preprocessing.transformer.LgbmLeavesEncoder method)
(deeptables.preprocessing.transformer.MultiKBinsDiscretizer method)
(deeptables.preprocessing.transformer.MultiLabelEncoder method)
(deeptables.preprocessing.transformer.PassThroughEstimator method)
fit_transform_y() (deeptables.models.preprocessor.DefaultPreprocessor method)
FM (class in deeptables.models.layers)
fm_nets() (in module deeptables.models.deepnets)
G
GaussRankScaler (class in deeptables.preprocessing.transformer)
gbm_model_predict_proba() (deeptables.utils.batch_trainer.BatchTrainer method)
get() (in module deeptables.models.deepnets)
get_acc_sum() (deeptables.models.layers.GHMCLoss method)
get_categorical_columns() (deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
get_class_weight() (deeptables.models.deeptable.DeepTable method)
get_config() (deeptables.models.layers.AFM method)
(deeptables.models.layers.BilinearInteraction method)
(deeptables.models.layers.BinaryFocalLoss method)
(deeptables.models.layers.CIN method)
(deeptables.models.layers.CategoricalFocalLoss method)
(deeptables.models.layers.Cross method)
(deeptables.models.layers.FGCNN method)
(deeptables.models.layers.InnerProduct method)
(deeptables.models.layers.MultiColumnEmbedding method)
(deeptables.models.layers.MultiheadAttention method)
(deeptables.models.layers.OuterProduct method)
(deeptables.models.layers.SENET method)
get_continuous_columns() (deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
get_edges() (deeptables.models.layers.GHMCLoss method)
get_logger() (in module deeptables.utils.dt_logging)
get_model() (deeptables.models.deeptable.DeepTable method)
get_modelinfo() (deeptables.models.modelset.ModelSet method)
get_modelinfos() (deeptables.models.modelset.ModelSet method)
get_models() (deeptables.models.modelset.ModelSet method)
(deeptables.utils.batch_trainer.BatchTrainer method)
get_nets() (in module deeptables.models.deepnets)
get_score() (deeptables.models.modelset.ModelInfo method)
GHMCLoss (class in deeptables.models.layers)
grid_search() (deeptables.utils.batch_trainer.BatchTrainer static method)
H
hyperopt_search() (deeptables.utils.batch_trainer.BatchTrainer static method)
I
IgnoreCaseDict (class in deeptables.models.deepmodel)
infer_task_type() (in module deeptables.models.deeptable)
InnerProduct (class in deeptables.models.layers)
inverse_transform_y() (deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
ipnn_nets() (in module deeptables.models.deepnets)
L
labels (deeptables.models.preprocessor.AbstractPreprocessor attribute)
leaderboard (deeptables.models.deeptable.DeepTable attribute)
,
[1]
leaderboard() (deeptables.models.modelset.ModelSet method)
lgbm_fit() (in module deeptables.utils.batch_trainer)
LgbmLeavesEncoder (class in deeptables.preprocessing.transformer)
linear() (in module deeptables.models.deepnets)
load() (deeptables.models.deeptable.DeepTable static method)
(deeptables.models.preprocessor.AbstractPreprocessor static method)
load_adult() (in module deeptables.datasets.dsutils)
load_bank() (in module deeptables.datasets.dsutils)
load_boston() (in module deeptables.datasets.dsutils)
load_deepmodel() (deeptables.models.deeptable.DeepTable method)
load_glass_uci() (in module deeptables.datasets.dsutils)
load_heart_disease_uci() (in module deeptables.datasets.dsutils)
M
mix_generator() (deeptables.fe.dae.DAE method)
ModelConfig (class in deeptables.models.config)
ModelDesc (class in deeptables.models.deepmodel)
ModelInfo (class in deeptables.models.modelset)
ModelSet (class in deeptables.models.modelset)
modelset (deeptables.models.deeptable.DeepTable attribute)
,
[1]
monitor (deeptables.models.deeptable.DeepTable attribute)
,
[1]
MultiColumnEmbedding (class in deeptables.models.layers)
MultiheadAttention (class in deeptables.models.layers)
MultiKBinsDiscretizer (class in deeptables.preprocessing.transformer)
MultiLabelEncoder (class in deeptables.preprocessing.transformer)
N
nets (deeptables.models.deeptable.DeepTable attribute)
nets_desc() (deeptables.models.deepmodel.ModelDesc method)
num_classes (deeptables.models.deeptable.DeepTable attribute)
,
[1]
O
opnn_nets() (in module deeptables.models.deepnets)
optimizer_info() (deeptables.models.deepmodel.ModelDesc method)
OuterProduct (class in deeptables.models.layers)
output_path (deeptables.models.deeptable.DeepTable attribute)
P
PassThroughEstimator (class in deeptables.preprocessing.transformer)
pnn_nets() (in module deeptables.models.deepnets)
pos_label (deeptables.models.deeptable.DeepTable attribute)
,
[1]
(deeptables.models.preprocessor.AbstractPreprocessor attribute)
predict() (deeptables.models.deepmodel.DeepModel method)
(deeptables.models.deeptable.DeepTable method)
predict_proba() (deeptables.models.deeptable.DeepTable method)
predict_proba_all() (deeptables.models.deeptable.DeepTable method)
prepare_X() (deeptables.models.preprocessor.DefaultPreprocessor method)
preprocessor (deeptables.models.deeptable.DeepTable attribute)
proba2predict() (deeptables.models.deeptable.DeepTable method)
probe_evaluate() (deeptables.utils.batch_trainer.BatchTrainer method)
(in module deeptables.models.deeptable)
push() (deeptables.models.modelset.ModelSet method)
R
randomized_search() (deeptables.utils.batch_trainer.BatchTrainer static method)
register_custom_objects() (in module deeptables.models.layers)
register_nets() (in module deeptables.models.deepnets)
release() (deeptables.models.deepmodel.DeepModel method)
reset() (deeptables.models.preprocessor.DefaultPreprocessor method)
restore_modelset() (deeptables.models.deeptable.DeepTable method)
S
SafeLabelEncoder (class in deeptables.preprocessing.transformer)
save() (deeptables.models.deepmodel.DeepModel method)
(deeptables.models.deeptable.DeepTable method)
(deeptables.models.preprocessor.AbstractPreprocessor method)
SENET (class in deeptables.models.layers)
serialize() (in module deeptables.models.deepnets)
set_concat_embed_dense() (deeptables.models.deepmodel.ModelDesc method)
set_dense() (deeptables.models.deepmodel.ModelDesc method)
set_embeddings() (deeptables.models.deepmodel.ModelDesc method)
set_memory_growth() (in module deeptables.utils.gpu)
set_memory_limit() (in module deeptables.utils.gpu)
set_output() (deeptables.models.deepmodel.ModelDesc method)
start() (deeptables.utils.batch_trainer.BatchTrainer method)
T
target_encoding() (in module deeptables.preprocessing.utils)
target_rate_encodeing() (in module deeptables.preprocessing.utils)
task (deeptables.models.deeptable.DeepTable attribute)
,
[1]
(deeptables.models.preprocessor.AbstractPreprocessor attribute)
test() (in module deeptables.utils.quicktest)
timer() (in module deeptables.utils.batch_trainer)
top_n() (deeptables.models.modelset.ModelSet method)
train_catboost() (deeptables.utils.batch_trainer.BatchTrainer method)
train_dt() (deeptables.utils.batch_trainer.BatchTrainer method)
train_lgbm() (deeptables.utils.batch_trainer.BatchTrainer method)
train_model() (deeptables.utils.batch_trainer.BatchTrainer method)
transform() (deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
(deeptables.preprocessing.transformer.CategorizeEncoder method)
(deeptables.preprocessing.transformer.DataFrameWrapper method)
(deeptables.preprocessing.transformer.LgbmLeavesEncoder method)
(deeptables.preprocessing.transformer.MultiKBinsDiscretizer method)
(deeptables.preprocessing.transformer.MultiLabelEncoder method)
(deeptables.preprocessing.transformer.PassThroughEstimator method)
(deeptables.preprocessing.transformer.SafeLabelEncoder method)
transform_X() (deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
transform_y() (deeptables.models.preprocessor.AbstractPreprocessor method)
(deeptables.models.preprocessor.DefaultPreprocessor method)
X
x_generator() (deeptables.fe.dae.DAE method)
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