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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
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Z
A
AccelerateMixin (class in skorch.hf)
add_scalar_maybe() (skorch.callbacks.TensorBoard method)
Ansi (class in skorch.utils)
B
BatchScoring (class in skorch.callbacks)
C
Callback (class in skorch.callbacks)
check_cv() (skorch.dataset.ValidSplit method)
check_indexing() (in module skorch.utils)
check_is_fitted() (in module skorch.utils)
(skorch.net.NeuralNet method)
check_prompt() (skorch.llm.FewShotClassifier method)
(skorch.llm.ZeroShotClassifier method)
check_training_readiness() (skorch.net.NeuralNet method)
check_X_y() (skorch.llm.FewShotClassifier method)
(skorch.llm.ZeroShotClassifier method)
Checkpoint (class in skorch.callbacks)
copy() (skorch.helper.SliceDict method)
D
data_from_dataset() (in module skorch.utils)
DataFrameTransformer (class in skorch.helper)
Dataset (class in skorch.dataset)
describe_signature() (skorch.helper.DataFrameTransformer method)
DeviceWarning
DistributedHistory (class in skorch.history)
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)
ExactGPRegressor (class in skorch.probabilistic)
F
FewShotClassifier (class in skorch.llm)
FirstStepAccumulator (class in skorch.utils)
fit() (skorch.classifier.NeuralNetBinaryClassifier method)
(skorch.classifier.NeuralNetClassifier method)
(skorch.helper.SkorchDoctor method)
(skorch.hf.HuggingfacePretrainedTokenizer method)
(skorch.hf.HuggingfaceTokenizer method)
(skorch.llm.FewShotClassifier method)
(skorch.llm.ZeroShotClassifier method)
(skorch.net.NeuralNet method)
(skorch.probabilistic.ExactGPRegressor method)
(skorch.regressor.NeuralNetRegressor method)
fit_loop() (skorch.net.NeuralNet method)
flush() (skorch.hf.HfHubStorage 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_all_learnable_params() (skorch.net.NeuralNet method)
get_dataset() (skorch.net.NeuralNet method)
get_dim() (in module skorch.utils)
get_examples() (skorch.llm.FewShotClassifier method)
get_formatted_files() (skorch.callbacks.Checkpoint method)
get_iterator() (skorch.net.NeuralNet method)
get_layer_names() (skorch.helper.SkorchDoctor method)
get_loss() (skorch.classifier.NeuralNetClassifier method)
(skorch.net.NeuralNet method)
get_map_location() (in module skorch.utils)
get_param_names() (skorch.helper.SkorchDoctor method)
get_params() (skorch.hf.HuggingfaceTokenizer method)
get_params_for() (skorch.hf.HuggingfaceTokenizer method)
(skorch.net.NeuralNet method)
get_params_for_optimizer() (skorch.net.NeuralNet method)
get_prompt() (skorch.llm.FewShotClassifier method)
(skorch.llm.ZeroShotClassifier method)
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)
GPBinaryClassifier (class in skorch.probabilistic)
GPRegressor (class in skorch.probabilistic)
GradientNormClipping (class in skorch.callbacks)
H
HfHubStorage (class in skorch.hf)
History (class in skorch.history)
HuggingfacePretrainedTokenizer (class in skorch.hf)
HuggingfaceTokenizer (class in skorch.hf)
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.LoadInitState method)
(skorch.callbacks.LRScheduler method)
(skorch.callbacks.MlflowLogger method)
(skorch.callbacks.NeptuneLogger method)
(skorch.callbacks.ParamMapper method)
(skorch.callbacks.PassthroughScoring method)
(skorch.callbacks.PrintLog method)
(skorch.callbacks.SacredLogger method)
(skorch.callbacks.TensorBoard method)
(skorch.callbacks.TrainEndCheckpoint method)
(skorch.callbacks.WandbLogger method)
(skorch.helper.SkorchDoctor method)
(skorch.hf.AccelerateMixin method)
(skorch.hf.HuggingfaceTokenizer 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)
(skorch.probabilistic.ExactGPRegressor method)
initialize_optimizer() (skorch.net.NeuralNet method)
initialize_trainer() (skorch.hf.HuggingfaceTokenizer method)
initialized_instance() (skorch.hf.HuggingfaceTokenizer method)
(skorch.net.NeuralNet method)
Initializer (class in skorch.callbacks)
InputShapeSetter (class in skorch.callbacks)
is_skorch_dataset() (in module skorch.utils)
L
load_params() (skorch.net.NeuralNet method)
LoadInitState (class in skorch.callbacks)
loss_scoring() (in module skorch.scoring)
LowProbabilityError
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)
MlflowLogger (class in skorch.callbacks)
MLPModule (class in skorch.toy)
module
skorch.callbacks
skorch.classifier
skorch.dataset
skorch.exceptions
skorch.helper
skorch.hf
skorch.history
skorch.llm
skorch.net
skorch.probabilistic
skorch.regressor
skorch.scoring
skorch.toy
skorch.utils
multi_indexing() (in module skorch.utils)
N
NeptuneLogger (class in skorch.callbacks)
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.MlflowLogger method)
(skorch.callbacks.NeptuneLogger method)
(skorch.callbacks.ProgressBar method)
(skorch.callbacks.SacredLogger method)
(skorch.callbacks.TensorBoard 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.MlflowLogger method)
(skorch.callbacks.NeptuneLogger method)
(skorch.callbacks.PassthroughScoring method)
(skorch.callbacks.PrintLog method)
(skorch.callbacks.ProgressBar method)
(skorch.callbacks.SacredLogger method)
(skorch.callbacks.TensorBoard method)
(skorch.callbacks.WandbLogger 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.InputShapeSetter method)
(skorch.callbacks.LoadInitState method)
(skorch.callbacks.LRScheduler method)
(skorch.callbacks.MlflowLogger method)
(skorch.callbacks.NeptuneLogger method)
(skorch.callbacks.WandbLogger method)
on_train_end() (skorch.callbacks.Callback method)
(skorch.callbacks.Checkpoint method)
(skorch.callbacks.EarlyStopping method)
(skorch.callbacks.EpochScoring method)
(skorch.callbacks.MlflowLogger method)
(skorch.callbacks.NeptuneLogger method)
(skorch.callbacks.TensorBoard method)
(skorch.callbacks.TrainEndCheckpoint method)
open_file_like() (in module skorch.utils)
P
ParamMapper (class in skorch.callbacks)
params_for() (in module skorch.utils)
parse_args() (in module skorch.helper)
partial_fit() (skorch.net.NeuralNet method)
PassthroughScoring (class in skorch.callbacks)
plot_activations() (skorch.helper.SkorchDoctor method)
plot_activations_over_time() (skorch.helper.SkorchDoctor method)
plot_gradient_over_time() (skorch.helper.SkorchDoctor method)
plot_gradients() (skorch.helper.SkorchDoctor method)
plot_loss() (skorch.helper.SkorchDoctor method)
plot_param_updates() (skorch.helper.SkorchDoctor method)
predefined_split() (in module skorch.helper)
predict() (skorch.classifier.NeuralNetBinaryClassifier method)
(skorch.classifier.NeuralNetClassifier method)
(skorch.helper.SkorchDoctor method)
(skorch.net.NeuralNet method)
(skorch.probabilistic.GPBinaryClassifier method)
predict_proba() (skorch.classifier.NeuralNetClassifier method)
(skorch.helper.SkorchDoctor method)
(skorch.net.NeuralNet method)
(skorch.probabilistic.GPBinaryClassifier method)
PrintLog (class in skorch.callbacks)
ProgressBar (class in skorch.callbacks)
R
record() (skorch.history.History method)
record_batch() (skorch.history.DistributedHistory method)
(skorch.history.History method)
reset_params() (skorch.toy.MLPModule method)
run_single_epoch() (skorch.net.NeuralNet method)
S
SacredLogger (class in skorch.callbacks)
save_model() (skorch.callbacks.Checkpoint method)
save_params() (skorch.net.NeuralNet method)
score() (skorch.helper.SkorchDoctor method)
set_fit_request() (skorch.helper.DataFrameTransformer method)
set_params() (skorch.hf.HuggingfaceTokenizer method)
(skorch.net.NeuralNet method)
set_score_request() (skorch.llm.FewShotClassifier method)
(skorch.llm.ZeroShotClassifier method)
set_transform_request() (skorch.helper.DataFrameTransformer method)
simulate() (skorch.callbacks.LRScheduler method)
skorch.callbacks
module
skorch.classifier
module
skorch.dataset
module
skorch.exceptions
module
skorch.helper
module
skorch.hf
module
skorch.history
module
skorch.llm
module
skorch.net
module
skorch.probabilistic
module
skorch.regressor
module
skorch.scoring
module
skorch.toy
module
skorch.utils
module
SkorchAttributeError
SkorchDoctor (class in skorch.helper)
SkorchException
SkorchTrainingImpossibleError
SkorchWarning
SliceDataset (class in skorch.helper)
SliceDict (class in skorch.helper)
store_step() (skorch.utils.FirstStepAccumulator method)
sync() (skorch.history.DistributedHistory method)
T
TeeGenerator (class in skorch.utils)
TensorBoard (class in skorch.callbacks)
to_device() (in module 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)
torch_compile() (skorch.net.NeuralNet method)
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.DataFrameTransformer method)
(skorch.helper.SliceDataset method)
trim_for_prediction() (skorch.net.NeuralNet method)
U
unfreeze_parameter() (in module skorch.utils)
Unfreezer (class in skorch.callbacks)
unpack_data() (in module skorch.dataset)
update() (skorch.helper.SliceDict method)
V
validation_step() (skorch.net.NeuralNet method)
ValidSplit (class in skorch.dataset)
W
WandbLogger (class in skorch.callbacks)
WarmRestartLR (class in skorch.callbacks)
write() (skorch.hf.HfHubStorage method)
Z
ZeroShotClassifier (class in skorch.llm)
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