skorch
v0.4.0
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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)
(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)
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_lr() (skorch.callbacks.CyclicLR 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.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.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_history() (skorch.net.NeuralNet method)
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)
(skorch.callbacks.LRScheduler 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.LRScheduler 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.PrintLog method)
(skorch.callbacks.ProgressBar method)
(skorch.callbacks.TrainEndCheckpoint 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_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.toy (module)
skorch.utils (module)
SkorchException
SkorchWarning
SliceDict (class in skorch.helper)
step() (skorch.callbacks.CyclicLR method)
store_step() (skorch.utils.FirstStepAccumulator method)
T
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)
U
unfreeze_parameter() (in module skorch.utils)
Unfreezer (class in skorch.callbacks)
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)
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