Index

A

Ansi (class in skorch.utils)

B

BatchScoring (class in skorch.callbacks)

C

Callback (class in skorch.callbacks) check_cv() (skorch.dataset.CVSplit method) check_indexing() (in module skorch.utils) check_is_fitted() (in module skorch.utils) (skorch.net.NeuralNet method)

Checkpoint (class in skorch.callbacks) copy() (skorch.helper.SliceDict method) CVSplit (class in skorch.dataset)

D

data_from_dataset() (in module skorch.utils) Dataset (class in skorch.dataset)

DeviceWarning duplicate_items() (in module skorch.utils)

E

EarlyStopping (class in skorch.callbacks) EpochScoring (class in skorch.callbacks)

EpochTimer (class in skorch.callbacks) evaluation_step() (skorch.net.NeuralNet method)

F

FirstStepAccumulator (class in skorch.utils) fit() (skorch.classifier.NeuralNetBinaryClassifier method) (skorch.classifier.NeuralNetClassifier method) (skorch.net.NeuralNet method) (skorch.regressor.NeuralNetRegressor method) fit_loop() (skorch.net.NeuralNet method) format_row() (skorch.callbacks.PrintLog method)

forward() (skorch.net.NeuralNet method) (skorch.toy.MLPModule method) forward_iter() (skorch.net.NeuralNet method) freeze_parameter() (in module skorch.utils) Freezer (class in skorch.callbacks) from_file() (skorch.history.History class method) fromkeys() (skorch.helper.SliceDict method)

G

get_dataset() (skorch.net.NeuralNet method) get_dim() (in module skorch.utils) get_formatted_files() (skorch.callbacks.Checkpoint method) get_iterator() (skorch.net.NeuralNet method) get_loss() (skorch.classifier.NeuralNetClassifier method) (skorch.net.NeuralNet method)

get_map_location() (in module skorch.utils) get_split_datasets() (skorch.net.NeuralNet method) get_step() (skorch.utils.FirstStepAccumulator method) get_test_data() (skorch.callbacks.EpochScoring method) get_train_step_accumulator() (skorch.net.NeuralNet method) GradientNormClipping (class in skorch.callbacks)

H

History (class in skorch.history)

I

infer() (skorch.classifier.NeuralNetBinaryClassifier method) (skorch.net.NeuralNet method) initialize() (skorch.callbacks.Callback method) (skorch.callbacks.Checkpoint method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.LRScheduler method) (skorch.callbacks.LoadInitState method) (skorch.callbacks.ParamMapper method) (skorch.callbacks.PrintLog method) (skorch.callbacks.TrainEndCheckpoint method) (skorch.net.NeuralNet method)

initialize_callbacks() (skorch.net.NeuralNet method) initialize_criterion() (skorch.net.NeuralNet method) initialize_history() (skorch.net.NeuralNet method) initialize_module() (skorch.net.NeuralNet method) initialize_optimizer() (skorch.net.NeuralNet method) Initializer (class in skorch.callbacks) is_skorch_dataset() (in module skorch.utils)

L

load_params() (skorch.net.NeuralNet method)

LoadInitState (class in skorch.callbacks) LRScheduler (class in skorch.callbacks)

M

make_binary_classifier() (in module skorch.toy) make_classifier() (in module skorch.toy)

make_regressor() (in module skorch.toy) MLPModule (class in skorch.toy) multi_indexing() (in module skorch.utils)

N

NeuralNet (class in skorch.net) NeuralNetBinaryClassifier (class in skorch.classifier) NeuralNetClassifier (class in skorch.classifier) NeuralNetRegressor (class in skorch.regressor)

new_batch() (skorch.history.History method) new_epoch() (skorch.history.History method) noop() (in module skorch.utils) notify() (skorch.net.NeuralNet method) NotInitializedError

O

on_batch_begin() (skorch.callbacks.Callback method) on_batch_end() (skorch.callbacks.BatchScoring method) (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.LRScheduler method) (skorch.callbacks.ProgressBar method) on_epoch_begin() (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.EpochTimer method) (skorch.callbacks.ParamMapper method) (skorch.callbacks.ProgressBar method) on_epoch_end() (skorch.callbacks.BatchScoring method) (skorch.callbacks.Callback method) (skorch.callbacks.Checkpoint method) (skorch.callbacks.EarlyStopping method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.EpochTimer method) (skorch.callbacks.LRScheduler method) (skorch.callbacks.PrintLog method) (skorch.callbacks.ProgressBar method)

on_grad_computed() (skorch.callbacks.Callback method) (skorch.callbacks.GradientNormClipping method) on_train_begin() (skorch.callbacks.Callback method) (skorch.callbacks.EarlyStopping method) (skorch.callbacks.LRScheduler method) (skorch.callbacks.LoadInitState method) on_train_end() (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.TrainEndCheckpoint method) open_file_like() (in module skorch.utils)

P

ParamMapper (class in skorch.callbacks) params_for() (in module skorch.utils) partial_fit() (skorch.net.NeuralNet method) predefined_split() (in module skorch.helper) predict() (skorch.classifier.NeuralNetBinaryClassifier method) (skorch.classifier.NeuralNetClassifier method) (skorch.net.NeuralNet method)

predict_proba() (skorch.classifier.NeuralNetBinaryClassifier method) (skorch.classifier.NeuralNetClassifier method) (skorch.net.NeuralNet method) PrintLog (class in skorch.callbacks) ProgressBar (class in skorch.callbacks)

R

record() (skorch.history.History method)

record_batch() (skorch.history.History method) reset_params() (skorch.toy.MLPModule method)

S

save_model() (skorch.callbacks.Checkpoint method) save_params() (skorch.net.NeuralNet method) set_params() (skorch.net.NeuralNet method) simulate() (skorch.callbacks.LRScheduler method) skorch.callbacks (module) skorch.classifier (module) skorch.dataset (module) skorch.exceptions (module) skorch.helper (module)

skorch.history (module) skorch.net (module) skorch.regressor (module) skorch.toy (module) skorch.utils (module) SkorchException SkorchWarning SliceDataset (class in skorch.helper) SliceDict (class in skorch.helper) store_step() (skorch.utils.FirstStepAccumulator method)

T

TeeGenerator (class in skorch.utils) to_file() (skorch.history.History method) to_list() (skorch.history.History method) to_numpy() (in module skorch.utils) to_tensor() (in module skorch.utils)

train_step() (skorch.net.NeuralNet method) train_step_single() (skorch.net.NeuralNet method) TrainEndCheckpoint (class in skorch.callbacks) transform() (skorch.dataset.Dataset method) (skorch.helper.SliceDataset method)

U

unfreeze_parameter() (in module skorch.utils) Unfreezer (class in skorch.callbacks)

unpack_data() (in module skorch.dataset) update() (skorch.helper.SliceDict method) uses_placeholder_y() (in module skorch.dataset)

V

validation_step() (skorch.net.NeuralNet method)

W

WarmRestartLR (class in skorch.callbacks)