PyTorch Wrapper
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PyTorch Wrapper
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C
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D
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E
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T
A
AbstractCallback (class in pytorch_wrapper.training_callbacks)
AbstractEvaluator (class in pytorch_wrapper.evaluators)
AbstractEvaluatorResults (class in pytorch_wrapper.evaluators)
AbstractLossWrapper (class in pytorch_wrapper.loss_wrappers)
AbstractTuner (class in pytorch_wrapper.tuner)
AccuracyEvaluator (class in pytorch_wrapper.evaluators)
AUROCEvaluator (class in pytorch_wrapper.evaluators)
C
calculate() (pytorch_wrapper.evaluators.AbstractEvaluator method)
(pytorch_wrapper.evaluators.AUROCEvaluator method)
(pytorch_wrapper.evaluators.AccuracyEvaluator method)
(pytorch_wrapper.evaluators.F1Evaluator method)
(pytorch_wrapper.evaluators.GenericPointWiseLossEvaluator method)
(pytorch_wrapper.evaluators.MultiClassAccuracyEvaluator method)
(pytorch_wrapper.evaluators.MultiClassF1Evaluator method)
(pytorch_wrapper.evaluators.MultiClassPrecisionEvaluator method)
(pytorch_wrapper.evaluators.MultiClassRecallEvaluator method)
(pytorch_wrapper.evaluators.PrecisionEvaluator method)
(pytorch_wrapper.evaluators.RecallEvaluator method)
(pytorch_wrapper.evaluators.TokenLabelingEvaluatorWrapper method)
calculate_at_once() (pytorch_wrapper.evaluators.AbstractEvaluator method)
calculate_loss() (pytorch_wrapper.loss_wrappers.AbstractLossWrapper method)
(pytorch_wrapper.loss_wrappers.GenericPointWiseLossWrapper method)
(pytorch_wrapper.loss_wrappers.TokenLabelingGenericPointWiseLossWrapper method)
compare_to() (pytorch_wrapper.evaluators.AbstractEvaluatorResults method)
(pytorch_wrapper.evaluators.GenericEvaluatorResults method)
create_embeddings() (pytorch_wrapper.modules.sinusoidal_positional_embedding_layer.SinusoidalPositionalEmbeddingLayer method)
create_mask_from_length() (in module pytorch_wrapper.functional)
D
device (pytorch_wrapper.system.System attribute)
DynamicSelfAttentionEncoder (class in pytorch_wrapper.modules.dynamic_self_attention_encoder)
E
EarlyStoppingCriterionCallback (class in pytorch_wrapper.training_callbacks)
EmbeddingLayer (class in pytorch_wrapper.modules.embedding_layer)
evaluate() (pytorch_wrapper.system.System method)
evaluate_on_multi_gpus() (pytorch_wrapper.system.System method)
F
F1Evaluator (class in pytorch_wrapper.evaluators)
forward() (pytorch_wrapper.modules.dynamic_self_attention_encoder.DynamicSelfAttentionEncoder method)
(pytorch_wrapper.modules.embedding_layer.EmbeddingLayer method)
(pytorch_wrapper.modules.layer_norm.LayerNorm method)
(pytorch_wrapper.modules.mlp.MLP method)
(pytorch_wrapper.modules.multi_head_attention.MultiHeadAttention method)
(pytorch_wrapper.modules.residual.Residual method)
(pytorch_wrapper.modules.sequence_basic_cnn_block.SequenceBasicCNNBlock method)
(pytorch_wrapper.modules.sequence_basic_cnn_encoder.SequenceBasicCNNEncoder method)
(pytorch_wrapper.modules.sequence_dense_cnn.SequenceDenseCNN method)
(pytorch_wrapper.modules.sinusoidal_positional_embedding_layer.SinusoidalPositionalEmbeddingLayer method)
(pytorch_wrapper.modules.softmax_attention_encoder.SoftmaxAttentionEncoder method)
(pytorch_wrapper.modules.softmax_self_attention_encoder.SoftmaxSelfAttentionEncoder method)
(pytorch_wrapper.modules.transformer_encoder.TransformerEncoder method)
(pytorch_wrapper.modules.transformer_encoder_block.TransformerEncoderBlock method)
G
GenericEvaluatorResults (class in pytorch_wrapper.evaluators)
GenericPointWiseLossEvaluator (class in pytorch_wrapper.evaluators)
GenericPointWiseLossWrapper (class in pytorch_wrapper.loss_wrappers)
get_first_non_masked_element() (in module pytorch_wrapper.functional)
get_last_non_masked_element() (in module pytorch_wrapper.functional)
get_last_state_of_rnn() (in module pytorch_wrapper.functional)
I
is_better_than() (pytorch_wrapper.evaluators.AbstractEvaluatorResults method)
(pytorch_wrapper.evaluators.GenericEvaluatorResults method)
is_max_better (pytorch_wrapper.evaluators.GenericEvaluatorResults attribute)
L
LayerNorm (class in pytorch_wrapper.modules.layer_norm)
load() (pytorch_wrapper.system.System static method)
load_embeddings() (pytorch_wrapper.modules.embedding_layer.EmbeddingLayer method)
load_model_state() (pytorch_wrapper.system.System method)
M
masked_max_pooling() (in module pytorch_wrapper.functional)
masked_mean_pooling() (in module pytorch_wrapper.functional)
masked_min_pooling() (in module pytorch_wrapper.functional)
MLP (class in pytorch_wrapper.modules.mlp)
MultiClassAccuracyEvaluator (class in pytorch_wrapper.evaluators)
MultiClassF1Evaluator (class in pytorch_wrapper.evaluators)
MultiClassPrecisionEvaluator (class in pytorch_wrapper.evaluators)
MultiClassRecallEvaluator (class in pytorch_wrapper.evaluators)
MultiHeadAttention (class in pytorch_wrapper.modules.multi_head_attention)
N
NumberOfEpochsStoppingCriterionCallback (class in pytorch_wrapper.training_callbacks)
O
on_batch_end() (pytorch_wrapper.training_callbacks.AbstractCallback method)
on_batch_start() (pytorch_wrapper.training_callbacks.AbstractCallback method)
on_epoch_end() (pytorch_wrapper.training_callbacks.AbstractCallback method)
(pytorch_wrapper.training_callbacks.NumberOfEpochsStoppingCriterionCallback method)
on_epoch_start() (pytorch_wrapper.training_callbacks.AbstractCallback method)
on_evaluation_end() (pytorch_wrapper.training_callbacks.AbstractCallback method)
(pytorch_wrapper.training_callbacks.EarlyStoppingCriterionCallback method)
on_evaluation_start() (pytorch_wrapper.training_callbacks.AbstractCallback method)
on_training_end() (pytorch_wrapper.training_callbacks.AbstractCallback method)
(pytorch_wrapper.training_callbacks.EarlyStoppingCriterionCallback method)
on_training_start() (pytorch_wrapper.training_callbacks.AbstractCallback method)
(pytorch_wrapper.training_callbacks.EarlyStoppingCriterionCallback method)
OrderedBatchWiseRandomSampler (class in pytorch_wrapper.samplers)
OrderedSequentialSampler (class in pytorch_wrapper.samplers)
P
pad() (in module pytorch_wrapper.functional)
post_backward_calculation() (pytorch_wrapper.training_callbacks.AbstractCallback method)
post_loss_calculation() (pytorch_wrapper.training_callbacks.AbstractCallback method)
post_predict() (pytorch_wrapper.training_callbacks.AbstractCallback method)
pre_optimization_step() (pytorch_wrapper.training_callbacks.AbstractCallback method)
PrecisionEvaluator (class in pytorch_wrapper.evaluators)
predict() (pytorch_wrapper.system.System method)
predict_batch() (pytorch_wrapper.system.System method)
predict_on_multi_gpus() (pytorch_wrapper.system.System method)
pure_predict() (pytorch_wrapper.system.System method)
pure_predict_on_multi_gpus() (pytorch_wrapper.system.System method)
pytorch_wrapper.evaluators (module)
pytorch_wrapper.functional (module)
pytorch_wrapper.loss_wrappers (module)
pytorch_wrapper.modules.dynamic_self_attention_encoder (module)
pytorch_wrapper.modules.embedding_layer (module)
pytorch_wrapper.modules.layer_norm (module)
pytorch_wrapper.modules.mlp (module)
pytorch_wrapper.modules.multi_head_attention (module)
pytorch_wrapper.modules.residual (module)
pytorch_wrapper.modules.sequence_basic_cnn_block (module)
pytorch_wrapper.modules.sequence_basic_cnn_encoder (module)
pytorch_wrapper.modules.sequence_dense_cnn (module)
pytorch_wrapper.modules.sinusoidal_positional_embedding_layer (module)
pytorch_wrapper.modules.softmax_attention_encoder (module)
pytorch_wrapper.modules.softmax_self_attention_encoder (module)
pytorch_wrapper.modules.transformer_encoder (module)
pytorch_wrapper.modules.transformer_encoder_block (module)
pytorch_wrapper.samplers (module)
pytorch_wrapper.system (module)
pytorch_wrapper.training_callbacks (module)
pytorch_wrapper.tuner (module)
R
RecallEvaluator (class in pytorch_wrapper.evaluators)
reset() (pytorch_wrapper.evaluators.AbstractEvaluator method)
(pytorch_wrapper.evaluators.AUROCEvaluator method)
(pytorch_wrapper.evaluators.AccuracyEvaluator method)
(pytorch_wrapper.evaluators.F1Evaluator method)
(pytorch_wrapper.evaluators.GenericPointWiseLossEvaluator method)
(pytorch_wrapper.evaluators.MultiClassAccuracyEvaluator method)
(pytorch_wrapper.evaluators.MultiClassF1Evaluator method)
(pytorch_wrapper.evaluators.MultiClassPrecisionEvaluator method)
(pytorch_wrapper.evaluators.MultiClassRecallEvaluator method)
(pytorch_wrapper.evaluators.PrecisionEvaluator method)
(pytorch_wrapper.evaluators.RecallEvaluator method)
(pytorch_wrapper.evaluators.TokenLabelingEvaluatorWrapper method)
Residual (class in pytorch_wrapper.modules.residual)
run() (pytorch_wrapper.tuner.AbstractTuner method)
S
same_dropout() (in module pytorch_wrapper.functional)
save() (pytorch_wrapper.system.System method)
save_model_state() (pytorch_wrapper.system.System method)
score (pytorch_wrapper.evaluators.GenericEvaluatorResults attribute)
SequenceBasicCNNBlock (class in pytorch_wrapper.modules.sequence_basic_cnn_block)
SequenceBasicCNNEncoder (class in pytorch_wrapper.modules.sequence_basic_cnn_encoder)
SequenceDenseCNN (class in pytorch_wrapper.modules.sequence_dense_cnn)
SinusoidalPositionalEmbeddingLayer (class in pytorch_wrapper.modules.sinusoidal_positional_embedding_layer)
SoftmaxAttentionEncoder (class in pytorch_wrapper.modules.softmax_attention_encoder)
SoftmaxSelfAttentionEncoder (class in pytorch_wrapper.modules.softmax_self_attention_encoder)
step() (pytorch_wrapper.evaluators.AbstractEvaluator method)
(pytorch_wrapper.evaluators.AUROCEvaluator method)
(pytorch_wrapper.evaluators.AccuracyEvaluator method)
(pytorch_wrapper.evaluators.F1Evaluator method)
(pytorch_wrapper.evaluators.GenericPointWiseLossEvaluator method)
(pytorch_wrapper.evaluators.MultiClassAccuracyEvaluator method)
(pytorch_wrapper.evaluators.MultiClassF1Evaluator method)
(pytorch_wrapper.evaluators.MultiClassPrecisionEvaluator method)
(pytorch_wrapper.evaluators.MultiClassRecallEvaluator method)
(pytorch_wrapper.evaluators.PrecisionEvaluator method)
(pytorch_wrapper.evaluators.RecallEvaluator method)
(pytorch_wrapper.evaluators.TokenLabelingEvaluatorWrapper method)
StoppingCriterionCallback (class in pytorch_wrapper.training_callbacks)
sub_tensor_dropout() (in module pytorch_wrapper.functional)
SubsetOrderedBatchWiseRandomSampler (class in pytorch_wrapper.samplers)
SubsetOrderedSequentialSampler (class in pytorch_wrapper.samplers)
SubsetSequentialSampler (class in pytorch_wrapper.samplers)
System (class in pytorch_wrapper.system)
T
to() (pytorch_wrapper.system.System method)
TokenLabelingEvaluatorWrapper (class in pytorch_wrapper.evaluators)
TokenLabelingGenericPointWiseLossWrapper (class in pytorch_wrapper.loss_wrappers)
train() (pytorch_wrapper.system.System method)
train_on_multi_gpus() (pytorch_wrapper.system.System method)
TransformerEncoder (class in pytorch_wrapper.modules.transformer_encoder)
TransformerEncoderBlock (class in pytorch_wrapper.modules.transformer_encoder_block)
Tuner (class in pytorch_wrapper.tuner)
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