Index

A

Avazu (class in torchctr.datasets) (class in torchctr.datasets.avazu)

B

BaseDataset (class in torchctr.datasets.base) build_data() (torchctr.datasets.Avazu method) (torchctr.datasets.MovieLens method) (torchctr.datasets.Titanic method) (torchctr.datasets.avazu.Avazu method) (torchctr.datasets.movielens.MovieLens method) (torchctr.datasets.titanic.Titanic method) build_div() (in module torchctr.dashboard.div_builder) build_graph() (in module torchctr.dashboard.div_builder)

build_header() (torchctr.dashboard.Dashboard method) (torchctr.dashboard.dashboard.Dashboard method) build_layout() (torchctr.dashboard.Dashboard method) (torchctr.dashboard.dashboard.Dashboard method) build_param() (torchctr.trainer.Trainer method) (torchctr.trainer.trainer.Trainer method) build_routes() (torchctr.dashboard.Dashboard method) (torchctr.dashboard.dashboard.Dashboard method) build_trainer() (torchctr.trainer.Trainer method) (torchctr.trainer.trainer.Trainer method)

C

Checker (class in torchctr.models.checker)

Criteo (class in torchctr.datasets.criteo)

D

Dashboard (class in torchctr.dashboard) (class in torchctr.dashboard.dashboard) DeepFactorizationMachine (class in torchctr.models) (class in torchctr.models.deep_factorization_machine)

div_build() (in module torchctr.dashboard.div_builder) div_resize() (in module torchctr.dashboard.div_builder)

E

EmbeddingLayer (class in torchctr.layers) (class in torchctr.layers.embedding)

eval() (torchctr.progressbar.ProgressBar method) (torchctr.progressbar.progressbar.ProgressBar method)

F

FactorizationMachine (class in torchctr.models) (class in torchctr.models.factorization_machine) FactorizationMachineLayer (class in torchctr.models.factorization_machine) FieldAwareFactorizationMachine (class in torchctr.models) (class in torchctr.models.fieldaware_factorization_machine) FieldAwareFactorizationMachineLayer (class in torchctr.models.fieldaware_factorization_machine) FieldAwareNeuralFactorizationMachine (class in torchctr.models) (class in torchctr.models.fieldaware_neural_factorization_machine) forward() (torchctr.layers.embedding.EmbeddingLayer method) (torchctr.layers.EmbeddingLayer method) (torchctr.layers.LinearLayer method) (torchctr.layers.MultiLayerPerceptron method) (torchctr.layers.linear.LinearLayer method) (torchctr.layers.perceptron.MultiLayerPerceptron method) (torchctr.models.DeepFactorizationMachine method) (torchctr.models.FactorizationMachine method) (torchctr.models.FieldAwareFactorizationMachine method) (torchctr.models.FieldAwareNeuralFactorizationMachine method) (torchctr.models.LogisticRegression method) (torchctr.models.NeuralFactorizationMachine method) (torchctr.models.WideAndDeepModel method) (torchctr.models.deep_factorization_machine.DeepFactorizationMachine method) (torchctr.models.factorization_machine.FactorizationMachine method) (torchctr.models.factorization_machine.FactorizationMachineLayer method) (torchctr.models.fieldaware_factorization_machine.FieldAwareFactorizationMachine method) (torchctr.models.fieldaware_factorization_machine.FieldAwareFactorizationMachineLayer method) (torchctr.models.fieldaware_neural_factorization_machine.FieldAwareNeuralFactorizationMachine method) (torchctr.models.logistic_regression.LogisticRegression method) (torchctr.models.neural_factorization_machine.NeuralFactorizationMachine method) (torchctr.models.wide_and_deep.WideAndDeepModel method)

L

LinearLayer (class in torchctr.layers) (class in torchctr.layers.linear) load_data() (torchctr.datasets.base.BaseDataset method) (torchctr.datasets.criteo.Criteo method) log() (torchctr.dashboard.Dashboard method) (torchctr.dashboard.MetricLogger method) (torchctr.dashboard.dashboard.Dashboard method) (torchctr.dashboard.metric_logger.MetricLogger method)

LogisticRegression (class in torchctr.models) (class in torchctr.models.logistic_regression)

M

MetricLogger (class in torchctr.dashboard) (class in torchctr.dashboard.metric_logger) model_check() (torchctr.models.checker.Checker static method) model_param_check() (torchctr.models.checker.Checker class method)

MovieLens (class in torchctr.datasets) (class in torchctr.datasets.movielens) MultiLayerPerceptron (class in torchctr.layers) (class in torchctr.layers.perceptron)

N

NeuralFactorizationMachine (class in torchctr.models) (class in torchctr.models.neural_factorization_machine)

P

ping() (torchctr.dashboard.Dashboard method) (torchctr.dashboard.dashboard.Dashboard method) preprocess_x() (torchctr.datasets.base.BaseDataset method)

preprocess_y() (torchctr.datasets.base.BaseDataset method) ProgressBar (class in torchctr.progressbar) (class in torchctr.progressbar.progressbar)

R

run() (torchctr.dashboard.Dashboard method) (torchctr.dashboard.dashboard.Dashboard method)

S

save_model() (torchctr.trainer.Trainer method) (torchctr.trainer.trainer.Trainer method) send() (torchctr.dashboard.metric_logger.MetricLogger method) (torchctr.dashboard.MetricLogger method)

summarize() (torchctr.progressbar.ProgressBar method) (torchctr.progressbar.progressbar.ProgressBar method)

T

Titanic (class in torchctr.datasets) (class in torchctr.datasets.titanic) torchctr (module) torchctr.dashboard (module) torchctr.dashboard.dashboard (module) torchctr.dashboard.div_builder (module) torchctr.dashboard.metric_logger (module) torchctr.datasets (module) torchctr.datasets.avazu (module) torchctr.datasets.base (module) torchctr.datasets.criteo (module) torchctr.datasets.movielens (module) torchctr.datasets.titanic (module) torchctr.layers (module) torchctr.layers.embedding (module) torchctr.layers.linear (module) torchctr.layers.perceptron (module) torchctr.models (module)

torchctr.models.checker (module) torchctr.models.deep_factorization_machine (module) torchctr.models.factorization_machine (module) torchctr.models.fieldaware_factorization_machine (module) torchctr.models.fieldaware_neural_factorization_machine (module) torchctr.models.logistic_regression (module) torchctr.models.neural_factorization_machine (module) torchctr.models.wide_and_deep (module) torchctr.progressbar (module) torchctr.progressbar.progressbar (module) torchctr.trainer (module) torchctr.trainer.trainer (module) train() (torchctr.trainer.Trainer method) (torchctr.trainer.trainer.Trainer method) train_step() (torchctr.trainer.Trainer method) (torchctr.trainer.trainer.Trainer method) Trainer (class in torchctr.trainer) (class in torchctr.trainer.trainer)

V

valid_step() (torchctr.trainer.Trainer method) (torchctr.trainer.trainer.Trainer method)

W

WideAndDeepModel (class in torchctr.models) (class in torchctr.models.wide_and_deep)