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

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.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) 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.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.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) predict() (skorch.classifier.NeuralNetClassifier method) (skorch.net.NeuralNet method)

predict_proba() (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_params() (skorch.net.NeuralNet method) set_params() (skorch.net.NeuralNet 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)