DeepCTR
stable
Home:
Quick-Start
Features
Examples
FAQ
History
API:
Models
Estimators
Layers
DeepCTR
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
X
A
add_func() (in module deepctr.layers.utils)
AFM() (in module deepctr.models)
(in module deepctr.models.afm)
AFMEstimator() (in module deepctr.estimator.models.afm)
AFMLayer (class in deepctr.layers.interaction)
AttentionSequencePoolingLayer (class in deepctr.layers.sequence)
AutoInt() (in module deepctr.models)
(in module deepctr.models.autoint)
AutoIntEstimator() (in module deepctr.estimator.models.autoint)
B
BiasEncoding (class in deepctr.layers.sequence)
BiInteractionPooling (class in deepctr.layers.interaction)
BilinearInteraction (class in deepctr.layers.interaction)
BiLSTM (class in deepctr.layers.sequence)
BridgeModule (class in deepctr.layers.interaction)
BST() (in module deepctr.models)
(in module deepctr.models.sequence.bst)
build() (deepctr.layers.activation.Dice method)
(deepctr.layers.core.DNN method)
(deepctr.layers.core.LocalActivationUnit method)
(deepctr.layers.core.PredictionLayer method)
(deepctr.layers.core.RegulationModule method)
(deepctr.layers.interaction.AFMLayer method)
(deepctr.layers.interaction.BiInteractionPooling method)
(deepctr.layers.interaction.BilinearInteraction method)
(deepctr.layers.interaction.BridgeModule method)
(deepctr.layers.interaction.CIN method)
(deepctr.layers.interaction.CrossNet method)
(deepctr.layers.interaction.CrossNetMix method)
(deepctr.layers.interaction.FEFMLayer method)
(deepctr.layers.interaction.FGCNNLayer method)
(deepctr.layers.interaction.FM method)
(deepctr.layers.interaction.FieldWiseBiInteraction method)
(deepctr.layers.interaction.FwFMLayer method)
(deepctr.layers.interaction.InnerProductLayer method)
(deepctr.layers.interaction.InteractingLayer method)
(deepctr.layers.interaction.OutterProductLayer method)
(deepctr.layers.interaction.SENETLayer method)
(deepctr.layers.normalization.LayerNormalization method)
(deepctr.layers.sequence.AttentionSequencePoolingLayer method)
(deepctr.layers.sequence.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding method)
(deepctr.layers.sequence.DynamicGRU method)
(deepctr.layers.sequence.KMaxPooling method)
(deepctr.layers.sequence.PositionEncoding method)
(deepctr.layers.sequence.SequencePoolingLayer method)
(deepctr.layers.sequence.Transformer method)
(deepctr.layers.sequence.WeightedSequenceLayer method)
(deepctr.layers.utils.Hash method)
(deepctr.layers.utils.Linear method)
(deepctr.layers.utils.NoMask method)
build_input_features() (in module deepctr.feature_column)
C
call() (deepctr.contrib.utils.QAAttGRUCell method)
(deepctr.contrib.utils.VecAttGRUCell method)
(deepctr.layers.activation.Dice method)
(deepctr.layers.core.DNN method)
(deepctr.layers.core.LocalActivationUnit method)
(deepctr.layers.core.PredictionLayer method)
(deepctr.layers.core.RegulationModule method)
(deepctr.layers.interaction.AFMLayer method)
(deepctr.layers.interaction.BiInteractionPooling method)
(deepctr.layers.interaction.BilinearInteraction method)
(deepctr.layers.interaction.BridgeModule method)
(deepctr.layers.interaction.CIN method)
(deepctr.layers.interaction.CrossNet method)
(deepctr.layers.interaction.CrossNetMix method)
(deepctr.layers.interaction.FEFMLayer method)
(deepctr.layers.interaction.FGCNNLayer method)
(deepctr.layers.interaction.FM method)
(deepctr.layers.interaction.FieldWiseBiInteraction method)
(deepctr.layers.interaction.FwFMLayer method)
(deepctr.layers.interaction.InnerProductLayer method)
(deepctr.layers.interaction.InteractingLayer method)
(deepctr.layers.interaction.OutterProductLayer method)
(deepctr.layers.interaction.SENETLayer method)
(deepctr.layers.normalization.LayerNormalization method)
(deepctr.layers.sequence.AttentionSequencePoolingLayer method)
(deepctr.layers.sequence.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding method)
(deepctr.layers.sequence.DynamicGRU method)
(deepctr.layers.sequence.KMaxPooling method)
(deepctr.layers.sequence.PositionEncoding method)
(deepctr.layers.sequence.SequencePoolingLayer method)
(deepctr.layers.sequence.Transformer method)
(deepctr.layers.sequence.WeightedSequenceLayer method)
(deepctr.layers.utils.Concat method)
(deepctr.layers.utils.Hash method)
(deepctr.layers.utils.Linear method)
(deepctr.layers.utils.NoMask method)
CCPM() (in module deepctr.models)
(in module deepctr.models.ccpm)
CCPMEstimator() (in module deepctr.estimator.models.ccpm)
check_version() (in module deepctr.utils)
CIN (class in deepctr.layers.interaction)
combined_dnn_input() (in module deepctr.layers.utils)
compute_mask() (deepctr.layers.core.LocalActivationUnit method)
(deepctr.layers.interaction.SENETLayer method)
(deepctr.layers.sequence.AttentionSequencePoolingLayer method)
(deepctr.layers.sequence.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding method)
(deepctr.layers.sequence.PositionEncoding method)
(deepctr.layers.sequence.SequencePoolingLayer method)
(deepctr.layers.sequence.Transformer method)
(deepctr.layers.sequence.WeightedSequenceLayer method)
(deepctr.layers.utils.Concat method)
(deepctr.layers.utils.Linear method)
(deepctr.layers.utils.NoMask method)
compute_output_shape() (deepctr.layers.activation.Dice method)
(deepctr.layers.core.DNN method)
(deepctr.layers.core.LocalActivationUnit method)
(deepctr.layers.core.PredictionLayer method)
(deepctr.layers.core.RegulationModule method)
(deepctr.layers.interaction.AFMLayer method)
(deepctr.layers.interaction.BiInteractionPooling method)
(deepctr.layers.interaction.BilinearInteraction method)
(deepctr.layers.interaction.BridgeModule method)
(deepctr.layers.interaction.CIN method)
(deepctr.layers.interaction.CrossNet method)
(deepctr.layers.interaction.CrossNetMix method)
(deepctr.layers.interaction.FEFMLayer method)
(deepctr.layers.interaction.FGCNNLayer method)
(deepctr.layers.interaction.FM method)
(deepctr.layers.interaction.FieldWiseBiInteraction method)
(deepctr.layers.interaction.FwFMLayer method)
(deepctr.layers.interaction.InnerProductLayer method)
(deepctr.layers.interaction.InteractingLayer method)
(deepctr.layers.interaction.OutterProductLayer method)
(deepctr.layers.interaction.SENETLayer method)
(deepctr.layers.normalization.LayerNormalization method)
(deepctr.layers.sequence.AttentionSequencePoolingLayer method)
(deepctr.layers.sequence.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding method)
(deepctr.layers.sequence.DynamicGRU method)
(deepctr.layers.sequence.KMaxPooling method)
(deepctr.layers.sequence.PositionEncoding method)
(deepctr.layers.sequence.SequencePoolingLayer method)
(deepctr.layers.sequence.Transformer method)
(deepctr.layers.sequence.WeightedSequenceLayer method)
(deepctr.layers.utils.Hash method)
(deepctr.layers.utils.Linear method)
Concat (class in deepctr.layers.utils)
concat_func() (in module deepctr.layers.utils)
create_embedding_dict() (in module deepctr.inputs)
create_embedding_matrix() (in module deepctr.inputs)
create_estimator_spec() (deepctr.estimator.utils.Head method)
create_loss() (deepctr.estimator.utils.Head method)
CrossNet (class in deepctr.layers.interaction)
CrossNetMix (class in deepctr.layers.interaction)
D
DCN() (in module deepctr.models)
(in module deepctr.models.dcn)
DCNEstimator() (in module deepctr.estimator.models.dcn)
DCNMix() (in module deepctr.models)
(in module deepctr.models.dcnmix)
deepctr (module)
deepctr.contrib (module)
deepctr.contrib.rnn (module)
deepctr.contrib.utils (module)
deepctr.estimator (module)
deepctr.estimator.feature_column (module)
deepctr.estimator.inputs (module)
deepctr.estimator.models (module)
deepctr.estimator.models.afm (module)
deepctr.estimator.models.autoint (module)
deepctr.estimator.models.ccpm (module)
deepctr.estimator.models.dcn (module)
deepctr.estimator.models.deepfefm (module)
deepctr.estimator.models.deepfm (module)
deepctr.estimator.models.fibinet (module)
deepctr.estimator.models.fnn (module)
deepctr.estimator.models.fwfm (module)
deepctr.estimator.models.nfm (module)
deepctr.estimator.models.pnn (module)
deepctr.estimator.models.wdl (module)
deepctr.estimator.models.xdeepfm (module)
deepctr.estimator.utils (module)
deepctr.feature_column (module)
deepctr.inputs (module)
deepctr.layers (module)
deepctr.layers.activation (module)
deepctr.layers.core (module)
deepctr.layers.interaction (module)
deepctr.layers.normalization (module)
deepctr.layers.sequence (module)
deepctr.layers.utils (module)
deepctr.models (module)
deepctr.models.afm (module)
deepctr.models.autoint (module)
deepctr.models.ccpm (module)
deepctr.models.dcn (module)
deepctr.models.dcnmix (module)
deepctr.models.deepfefm (module)
deepctr.models.deepfm (module)
deepctr.models.difm (module)
deepctr.models.edcn (module)
deepctr.models.fgcnn (module)
deepctr.models.fibinet (module)
deepctr.models.flen (module)
deepctr.models.fnn (module)
deepctr.models.ifm (module)
deepctr.models.mlr (module)
deepctr.models.multitask.esmm (module)
deepctr.models.multitask.mmoe (module)
deepctr.models.multitask.ple (module)
deepctr.models.multitask.sharedbottom (module)
deepctr.models.nfm (module)
deepctr.models.onn (module)
deepctr.models.pnn (module)
deepctr.models.sequence.bst (module)
deepctr.models.sequence.dien (module)
deepctr.models.sequence.din (module)
deepctr.models.sequence.dsin (module)
deepctr.models.wdl (module)
deepctr.models.xdeepfm (module)
deepctr.utils (module)
deepctr_model_fn() (in module deepctr.estimator.utils)
DeepFEFM() (in module deepctr.models)
(in module deepctr.models.deepfefm)
DeepFEFMEstimator() (in module deepctr.estimator.models.deepfefm)
DeepFM() (in module deepctr.models)
(in module deepctr.models.deepfm)
DeepFMEstimator() (in module deepctr.estimator.models.deepfm)
DenseFeat (class in deepctr.feature_column)
Dice (class in deepctr.layers.activation)
DIEN() (in module deepctr.models)
(in module deepctr.models.sequence.dien)
DIFM() (in module deepctr.models)
(in module deepctr.models.difm)
DIN() (in module deepctr.models)
(in module deepctr.models.sequence.din)
div() (in module deepctr.layers.utils)
DNN (class in deepctr.layers.core)
DSIN() (in module deepctr.models)
(in module deepctr.models.sequence.dsin)
dtype (deepctr.feature_column.VarLenSparseFeat attribute)
dynamic_rnn() (in module deepctr.contrib.rnn)
DynamicGRU (class in deepctr.layers.sequence)
E
EDCN() (in module deepctr.models)
(in module deepctr.models.edcn)
embedding_dim (deepctr.feature_column.VarLenSparseFeat attribute)
embedding_lookup() (in module deepctr.inputs)
embedding_name (deepctr.feature_column.VarLenSparseFeat attribute)
embeddings_initializer (deepctr.feature_column.VarLenSparseFeat attribute)
ESMM() (in module deepctr.models)
(in module deepctr.models.multitask.esmm)
F
FEFMLayer (class in deepctr.layers.interaction)
FGCNN() (in module deepctr.models)
(in module deepctr.models.fgcnn)
FGCNNLayer (class in deepctr.layers.interaction)
FiBiNET() (in module deepctr.models)
(in module deepctr.models.fibinet)
FiBiNETEstimator() (in module deepctr.estimator.models.fibinet)
FieldWiseBiInteraction (class in deepctr.layers.interaction)
FLEN() (in module deepctr.models)
(in module deepctr.models.flen)
FM (class in deepctr.layers.interaction)
FNN() (in module deepctr.models)
(in module deepctr.models.fnn)
FNNEstimator() (in module deepctr.estimator.models.fnn)
FwFM() (in module deepctr.models)
FwFMEstimator() (in module deepctr.estimator.models.fwfm)
FwFMLayer (class in deepctr.layers.interaction)
G
get_collection() (in module deepctr.estimator.utils)
get_config() (deepctr.layers.activation.Dice method)
(deepctr.layers.core.DNN method)
(deepctr.layers.core.LocalActivationUnit method)
(deepctr.layers.core.PredictionLayer method)
(deepctr.layers.core.RegulationModule method)
(deepctr.layers.interaction.AFMLayer method)
(deepctr.layers.interaction.BilinearInteraction method)
(deepctr.layers.interaction.BridgeModule method)
(deepctr.layers.interaction.CIN method)
(deepctr.layers.interaction.CrossNet method)
(deepctr.layers.interaction.CrossNetMix method)
(deepctr.layers.interaction.FEFMLayer method)
(deepctr.layers.interaction.FGCNNLayer method)
(deepctr.layers.interaction.FieldWiseBiInteraction method)
(deepctr.layers.interaction.FwFMLayer method)
(deepctr.layers.interaction.InnerProductLayer method)
(deepctr.layers.interaction.InteractingLayer method)
(deepctr.layers.interaction.OutterProductLayer method)
(deepctr.layers.interaction.SENETLayer method)
(deepctr.layers.normalization.LayerNormalization method)
(deepctr.layers.sequence.AttentionSequencePoolingLayer method)
(deepctr.layers.sequence.BiLSTM method)
(deepctr.layers.sequence.BiasEncoding method)
(deepctr.layers.sequence.DynamicGRU method)
(deepctr.layers.sequence.KMaxPooling method)
(deepctr.layers.sequence.PositionEncoding method)
(deepctr.layers.sequence.SequencePoolingLayer method)
(deepctr.layers.sequence.Transformer method)
(deepctr.layers.sequence.WeightedSequenceLayer method)
(deepctr.layers.utils.Concat method)
(deepctr.layers.utils.Hash method)
(deepctr.layers.utils.Linear method)
get_dense_input() (in module deepctr.inputs)
get_embedding_vec_list() (in module deepctr.inputs)
get_feature_names() (in module deepctr.feature_column)
get_GraphKeys() (in module deepctr.estimator.utils)
get_inputs_list() (in module deepctr.inputs)
get_linear_logit() (in module deepctr.estimator.feature_column)
(in module deepctr.feature_column)
get_losses() (in module deepctr.estimator.utils)
get_metrics() (in module deepctr.estimator.utils)
get_train_op_fn() (in module deepctr.estimator.utils)
get_varlen_pooling_list() (in module deepctr.inputs)
group_name (deepctr.feature_column.VarLenSparseFeat attribute)
H
Hash (class in deepctr.layers.utils)
Head (class in deepctr.estimator.utils)
I
IFM() (in module deepctr.models)
(in module deepctr.models.ifm)
InnerProductLayer (class in deepctr.layers.interaction)
input_fn_pandas() (in module deepctr.estimator.inputs)
input_fn_tfrecord() (in module deepctr.estimator.inputs)
input_from_feature_columns() (in module deepctr.estimator.feature_column)
(in module deepctr.feature_column)
input_layer() (in module deepctr.estimator.utils)
InteractingLayer (class in deepctr.layers.interaction)
is_embedding() (in module deepctr.estimator.feature_column)
K
KMaxPooling (class in deepctr.layers.sequence)
L
LayerNormalization (class in deepctr.layers.normalization)
Linear (class in deepctr.layers.utils)
linear_model() (in module deepctr.estimator.feature_column)
LocalActivationUnit (class in deepctr.layers.core)
logits_dimension (deepctr.estimator.utils.Head attribute)
M
mergeDict() (in module deepctr.inputs)
MLR() (in module deepctr.models)
,
[1]
(in module deepctr.models.mlr)
MMOE() (in module deepctr.models)
(in module deepctr.models.multitask.mmoe)
N
name (deepctr.estimator.utils.Head attribute)
(deepctr.feature_column.VarLenSparseFeat attribute)
NFM() (in module deepctr.models)
(in module deepctr.models.nfm)
NFMEstimator() (in module deepctr.estimator.models.nfm)
NoMask (class in deepctr.layers.utils)
O
ONN() (in module deepctr.models)
(in module deepctr.models.onn)
output_size (deepctr.contrib.utils.QAAttGRUCell attribute)
(deepctr.contrib.utils.VecAttGRUCell attribute)
OutterProductLayer (class in deepctr.layers.interaction)
P
PLE() (in module deepctr.models)
(in module deepctr.models.multitask.ple)
PNN() (in module deepctr.models)
(in module deepctr.models.pnn)
PNNEstimator() (in module deepctr.estimator.models.pnn)
PositionEncoding (class in deepctr.layers.sequence)
PredictionLayer (class in deepctr.layers.core)
Q
QAAttGRUCell (class in deepctr.contrib.utils)
R
reduce_max() (in module deepctr.layers.utils)
reduce_mean() (in module deepctr.layers.utils)
reduce_sum() (in module deepctr.layers.utils)
RegulationModule (class in deepctr.layers.core)
S
SENETLayer (class in deepctr.layers.interaction)
SequencePoolingLayer (class in deepctr.layers.sequence)
SharedBottom() (in module deepctr.models)
(in module deepctr.models.multitask.sharedbottom)
softmax() (in module deepctr.layers.utils)
SparseFeat (class in deepctr.feature_column)
state_size (deepctr.contrib.utils.QAAttGRUCell attribute)
(deepctr.contrib.utils.VecAttGRUCell attribute)
summary_scalar() (in module deepctr.estimator.utils)
T
to_float() (in module deepctr.estimator.utils)
trainable (deepctr.feature_column.VarLenSparseFeat attribute)
Transformer (class in deepctr.layers.sequence)
U
use_hash (deepctr.feature_column.VarLenSparseFeat attribute)
V
variable_scope() (in module deepctr.estimator.utils)
varlen_embedding_lookup() (in module deepctr.inputs)
VarLenSparseFeat (class in deepctr.feature_column)
VecAttGRUCell (class in deepctr.contrib.utils)
vocabulary_path (deepctr.feature_column.VarLenSparseFeat attribute)
vocabulary_size (deepctr.feature_column.VarLenSparseFeat attribute)
W
WDL() (in module deepctr.models)
(in module deepctr.models.wdl)
WDLEstimator() (in module deepctr.estimator.models.wdl)
WeightedSequenceLayer (class in deepctr.layers.sequence)
X
xDeepFM() (in module deepctr.models)
(in module deepctr.models.xdeepfm)
xDeepFMEstimator() (in module deepctr.estimator.models.xdeepfm)
Read the Docs
v: stable
Versions
latest
stable
v0.9.3
v0.9.2
v0.9.1
v0.9.0
v0.8.7
v0.8.6
v0.8.5
v0.8.2
v0.8.0
release
dev-swc
Downloads
pdf
html
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.