Index

A

Ansi (class in skorch.utils)

B

batch_step() (skorch.callbacks.CyclicLR method)

BatchScoring (class in skorch.callbacks)

C

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

Checkpoint (class in skorch.callbacks) CVSplit (class in skorch.dataset) CyclicLR (class in skorch.callbacks)

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

filter_requires_grad() (in module skorch.helper) filtered_optimizer() (in module skorch.helper) 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) forward_iter() (skorch.net.NeuralNet method)

G

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

get_lr() (skorch.callbacks.CyclicLR method) get_split_datasets() (skorch.net.NeuralNet method) get_step() (skorch.utils.FirstStepAccumulator method) get_train_step_accumulator() (skorch.net.NeuralNet method) GradientNormClipping (class in skorch.callbacks)

H

History (class in skorch.history)

I

infer() (skorch.net.NeuralNet method) initialize() (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.LRScheduler method) (skorch.callbacks.PrintLog 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) is_skorch_dataset() (in module skorch.utils)

L

load_history() (skorch.net.NeuralNet method)

load_params() (skorch.net.NeuralNet method) LRScheduler (class in skorch.callbacks)

M

multi_indexing() (in module skorch.utils)

N

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

NeuralNetRegressor() (in module skorch.net) 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) (skorch.callbacks.LRScheduler method) on_batch_end() (skorch.callbacks.BatchScoring method) (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.ProgressBar method) on_epoch_begin() (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) (skorch.callbacks.EpochTimer method) (skorch.callbacks.LRScheduler 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.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) on_train_end() (skorch.callbacks.Callback method) (skorch.callbacks.EpochScoring method) open_file_like() (in module skorch.utils)

P

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)

S

save_history() (skorch.net.NeuralNet method) 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.utils (module) SkorchException SkorchWarning SliceDict (class in skorch.helper) step() (skorch.callbacks.CyclicLR method) store_step() (skorch.utils.FirstStepAccumulator method)

T

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) transform() (skorch.dataset.Dataset method)

U

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)