fastNLP
v0.3.0
Installation
Quickstart
fastNLP API
fastNLP
Docs
»
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
|
V
A
accuracy_topk() (in module fastNLP.core.metrics)
AccuracyMetric (class in fastNLP.core.metrics)
Adam (class in fastNLP.core.optimizer)
add_field() (fastNLP.core.dataset.DataSet method)
(fastNLP.core.instance.Instance method)
AdvSeqLabel (class in fastNLP.models.sequence_modeling)
all_needed (fastNLP.core.utils.CheckRes attribute)
allowed_transitions() (in module fastNLP.modules.decoder.CRF)
append() (fastNLP.core.dataset.DataSet method)
(fastNLP.core.fieldarray.FieldArray method)
apply() (fastNLP.core.dataset.DataSet method)
ArcBiaffine (class in fastNLP.models.biaffine_parser)
Attention (class in fastNLP.modules.aggregator.attention)
AvgPool (class in fastNLP.modules.aggregator.avg_pool)
B
BaseLoader (class in fastNLP.io.base_loader)
BaseModel (class in fastNLP.models.base_model)
BaseSampler (class in fastNLP.core.sampler)
Batch (class in fastNLP.core.batch)
BCELoss (class in fastNLP.core.losses)
Bi_Attention (class in fastNLP.modules.aggregator.attention)
BiAffine (class in fastNLP.modules.other_modules)
BiaffineParser (class in fastNLP.models.biaffine_parser)
BiLinear (class in fastNLP.modules.other_modules)
bio_tag_to_spans() (in module fastNLP.core.metrics)
bmes_tag_to_spans() (in module fastNLP.core.metrics)
BMESF1PreRecMetric (class in fastNLP.core.metrics)
BucketSampler (class in fastNLP.core.sampler)
build_reverse_vocab() (fastNLP.core.vocabulary.Vocabulary method)
build_vocab() (fastNLP.core.vocabulary.Vocabulary method)
C
CharLM (class in fastNLP.models.char_language_model)
check_build_status() (in module fastNLP.core.vocabulary)
check_build_vocab() (in module fastNLP.core.vocabulary)
CheckError
CheckRes (class in fastNLP.core.utils)
ClassDataSetLoader (class in fastNLP.io.dataset_loader)
CNNText (class in fastNLP.models.cnn_text_classification)
ConditionalRandomField (class in fastNLP.modules.decoder.CRF)
ConfigLoader (class in fastNLP.io.config_io)
ConfigSaver (class in fastNLP.io.config_io)
ConfigSection (class in fastNLP.io.config_io)
Conll2003Loader (class in fastNLP.io.dataset_loader)
ConllLoader (class in fastNLP.io.dataset_loader)
construct_dataset() (in module fastNLP.core.dataset)
Conv (class in fastNLP.modules.encoder)
(class in fastNLP.modules.encoder.conv)
ConvCharEmbedding (class in fastNLP.modules.encoder.char_embedding)
convert() (fastNLP.io.dataset_loader.ClassDataSetLoader method)
(fastNLP.io.dataset_loader.Conll2003Loader method)
(fastNLP.io.dataset_loader.ConllLoader method)
(fastNLP.io.dataset_loader.DataSetLoader method)
(fastNLP.io.dataset_loader.LMDataSetLoader method)
(fastNLP.io.dataset_loader.POSDataSetLoader method)
(fastNLP.io.dataset_loader.PeopleDailyCorpusLoader method)
(fastNLP.io.dataset_loader.RawDataSetLoader method)
(fastNLP.io.dataset_loader.SNLIDataSetLoader method)
(fastNLP.io.dataset_loader.TokenizeDataSetLoader method)
convert_seq2seq_dataset() (in module fastNLP.io.dataset_loader)
convert_seq2tag_dataset() (in module fastNLP.io.dataset_loader)
convert_seq_dataset() (in module fastNLP.io.dataset_loader)
convert_to_torch_tensor() (in module fastNLP.core.sampler)
ConvMaxpool (class in fastNLP.modules.encoder)
(class in fastNLP.modules.encoder.conv_maxpool)
create_logger() (in module fastNLP.io.logger)
CrossEntropyLoss (class in fastNLP.core.losses)
D
data_forward() (fastNLP.core.predictor.Predictor method)
DataLoaderRegister (class in fastNLP.io.base_loader)
DataSet (class in fastNLP.core.dataset)
DataSetLoader (class in fastNLP.io.dataset_loader)
decode() (fastNLP.models.sequence_modeling.SeqLabeling method)
delete_field() (fastNLP.core.dataset.DataSet method)
DotAtte (class in fastNLP.modules.aggregator.attention)
drop() (fastNLP.core.dataset.DataSet method)
duplicated (fastNLP.core.utils.CheckRes attribute)
E
Embedding (class in fastNLP.modules.encoder)
(class in fastNLP.modules.encoder.embedding)
EmbedLoader (class in fastNLP.io.embed_loader)
ESIM (class in fastNLP.models.snli)
evaluate() (fastNLP.core.metrics.AccuracyMetric method)
(fastNLP.core.metrics.SpanFPreRecMetric method)
(fastNLP.models.biaffine_parser.ParserMetric method)
F
fast_load_embedding() (fastNLP.io.embed_loader.EmbedLoader static method)
fastNLP (module)
fastNLP.api (module)
fastNLP.api.api (module)
fastNLP.api.converter (module)
fastNLP.api.pipeline (module)
fastNLP.api.processor (module)
fastNLP.core (module)
fastNLP.core.batch (module)
fastNLP.core.dataset (module)
fastNLP.core.fieldarray (module)
fastNLP.core.instance (module)
fastNLP.core.losses (module)
fastNLP.core.metrics (module)
fastNLP.core.optimizer (module)
fastNLP.core.predictor (module)
fastNLP.core.sampler (module)
fastNLP.core.tester (module)
fastNLP.core.trainer (module)
fastNLP.core.utils (module)
fastNLP.core.vocabulary (module)
fastNLP.io (module)
fastNLP.io.base_loader (module)
fastNLP.io.config_io (module)
fastNLP.io.dataset_loader (module)
fastNLP.io.embed_loader (module)
fastNLP.io.logger (module)
fastNLP.io.model_io (module)
fastNLP.models (module)
fastNLP.models.base_model (module)
fastNLP.models.biaffine_parser (module)
fastNLP.models.char_language_model (module)
fastNLP.models.cnn_text_classification (module)
fastNLP.models.sequence_modeling (module)
fastNLP.models.snli (module)
fastNLP.modules (module)
fastNLP.modules.aggregator (module)
fastNLP.modules.aggregator.attention (module)
fastNLP.modules.aggregator.avg_pool (module)
fastNLP.modules.aggregator.kmax_pool (module)
fastNLP.modules.aggregator.max_pool (module)
fastNLP.modules.aggregator.self_attention (module)
fastNLP.modules.decoder (module)
fastNLP.modules.decoder.CRF (module)
fastNLP.modules.decoder.MLP (module)
fastNLP.modules.dropout (module)
fastNLP.modules.encoder (module)
fastNLP.modules.encoder.char_embedding (module)
fastNLP.modules.encoder.conv (module)
fastNLP.modules.encoder.conv_maxpool (module)
fastNLP.modules.encoder.embedding (module)
fastNLP.modules.encoder.linear (module)
fastNLP.modules.encoder.lstm (module)
fastNLP.modules.encoder.masked_rnn (module)
fastNLP.modules.encoder.transformer (module)
fastNLP.modules.encoder.variational_rnn (module)
fastNLP.modules.other_modules (module)
fastNLP.modules.utils (module)
FieldArray (class in fastNLP.core.fieldarray)
flip() (in module fastNLP.modules.encoder.variational_rnn)
forward() (fastNLP.models.base_model.NaiveClassifier method)
(fastNLP.models.biaffine_parser.ArcBiaffine method)
(fastNLP.models.biaffine_parser.BiaffineParser method)
(fastNLP.models.biaffine_parser.LabelBilinear method)
(fastNLP.models.char_language_model.CharLM method)
(fastNLP.models.char_language_model.Highway method)
(fastNLP.models.cnn_text_classification.CNNText method)
(fastNLP.models.sequence_modeling.AdvSeqLabel method)
(fastNLP.models.sequence_modeling.SeqLabeling method)
(fastNLP.models.snli.ESIM method)
(fastNLP.modules.aggregator.attention.Attention method)
(fastNLP.modules.aggregator.attention.Bi_Attention method)
(fastNLP.modules.aggregator.attention.DotAtte method)
(fastNLP.modules.aggregator.attention.MultiHeadAtte method)
(fastNLP.modules.aggregator.avg_pool.AvgPool method)
(fastNLP.modules.aggregator.avg_pool.MeanPoolWithMask method)
(fastNLP.modules.aggregator.kmax_pool.KMaxPool method)
(fastNLP.modules.aggregator.max_pool.MaxPool method)
(fastNLP.modules.aggregator.max_pool.MaxPoolWithMask method)
(fastNLP.modules.aggregator.self_attention.SelfAttention method)
(fastNLP.modules.decoder.CRF.ConditionalRandomField method)
(fastNLP.modules.decoder.MLP.MLP method)
(fastNLP.modules.dropout.TimestepDropout method)
(fastNLP.modules.encoder.Conv method)
(fastNLP.modules.encoder.ConvMaxpool method)
(fastNLP.modules.encoder.Embedding method)
(fastNLP.modules.encoder.LSTM method)
(fastNLP.modules.encoder.Linear method)
(fastNLP.modules.encoder.char_embedding.ConvCharEmbedding method)
(fastNLP.modules.encoder.char_embedding.LSTMCharEmbedding method)
(fastNLP.modules.encoder.conv.Conv method)
(fastNLP.modules.encoder.conv_maxpool.ConvMaxpool method)
(fastNLP.modules.encoder.embedding.Embedding method)
(fastNLP.modules.encoder.linear.Linear method)
(fastNLP.modules.encoder.lstm.LSTM method)
(fastNLP.modules.encoder.masked_rnn.MaskedRNNBase method)
(fastNLP.modules.encoder.transformer.TransformerEncoder method)
(fastNLP.modules.encoder.transformer.TransformerEncoder.SubLayer method)
(fastNLP.modules.encoder.variational_rnn.VarRNNBase method)
(fastNLP.modules.encoder.variational_rnn.VarRnnCellWrapper method)
(fastNLP.modules.other_modules.BiAffine method)
(fastNLP.modules.other_modules.BiLinear method)
(fastNLP.modules.other_modules.GroupNorm method)
(fastNLP.modules.other_modules.LayerNormalization method)
FullSpaceToHalfSpaceProcessor (class in fastNLP.api.processor)
G
get() (fastNLP.core.fieldarray.FieldArray method)
get_all_fields() (fastNLP.core.dataset.DataSet method)
get_func_signature() (in module fastNLP.core.utils)
get_input_name() (fastNLP.core.dataset.DataSet method)
get_length() (fastNLP.core.dataset.DataSet method)
get_metric() (fastNLP.core.metrics.AccuracyMetric method)
get_target_name() (fastNLP.core.dataset.DataSet method)
GraphParser (class in fastNLP.models.biaffine_parser)
GroupNorm (class in fastNLP.modules.other_modules)
H
Highway (class in fastNLP.models.char_language_model)
I
Index2WordProcessor (class in fastNLP.api.processor)
IndexerProcessor (class in fastNLP.api.processor)
initial_parameter() (in module fastNLP.modules.utils)
Instance (class in fastNLP.core.instance)
is_transition_allowed() (in module fastNLP.modules.decoder.CRF)
K
k_means_1d() (in module fastNLP.core.sampler)
k_means_bucketing() (in module fastNLP.core.sampler)
KMaxPool (class in fastNLP.modules.aggregator.kmax_pool)
L
L1Loss (class in fastNLP.core.losses)
LabelBilinear (class in fastNLP.models.biaffine_parser)
LayerNormalization (class in fastNLP.modules.other_modules)
Linear (class in fastNLP.modules.encoder)
(class in fastNLP.modules.encoder.linear)
LMDataSetLoader (class in fastNLP.io.dataset_loader)
load() (fastNLP.core.dataset.DataSet static method)
(fastNLP.io.dataset_loader.ClassDataSetLoader method)
(fastNLP.io.dataset_loader.Conll2003Loader method)
(fastNLP.io.dataset_loader.ConllLoader method)
(fastNLP.io.dataset_loader.DataSetLoader method)
(fastNLP.io.dataset_loader.LMDataSetLoader method)
(fastNLP.io.dataset_loader.NativeDataSetLoader method)
(fastNLP.io.dataset_loader.POSDataSetLoader method)
(fastNLP.io.dataset_loader.PeopleDailyCorpusLoader method)
(fastNLP.io.dataset_loader.RawDataSetLoader method)
(fastNLP.io.dataset_loader.SNLIDataSetLoader method)
(fastNLP.io.dataset_loader.TokenizeDataSetLoader method)
load_config() (fastNLP.io.config_io.ConfigLoader static method)
load_embedding() (fastNLP.io.embed_loader.EmbedLoader static method)
load_pickle() (in module fastNLP.core.utils)
load_pytorch() (fastNLP.io.model_io.ModelLoader static method)
load_pytorch_model() (fastNLP.io.model_io.ModelLoader static method)
loss() (fastNLP.models.biaffine_parser.BiaffineParser static method)
(fastNLP.models.sequence_modeling.AdvSeqLabel method)
(fastNLP.models.sequence_modeling.SeqLabeling method)
LossBase (class in fastNLP.core.losses)
LossFunc (class in fastNLP.core.losses)
LossInForward (class in fastNLP.core.losses)
LSTM (class in fastNLP.modules.encoder)
(class in fastNLP.modules.encoder.lstm)
LSTMCharEmbedding (class in fastNLP.modules.encoder.char_embedding)
M
make_mask() (in module fastNLP.core.losses)
mask() (in module fastNLP.core.losses)
MaskedGRU (class in fastNLP.modules.encoder.masked_rnn)
MaskedLSTM (class in fastNLP.modules.encoder.masked_rnn)
MaskedRNN (class in fastNLP.modules.encoder.masked_rnn)
MaskedRNNBase (class in fastNLP.modules.encoder.masked_rnn)
MaxPool (class in fastNLP.modules.aggregator.max_pool)
MaxPoolWithMask (class in fastNLP.modules.aggregator.max_pool)
MeanPoolWithMask (class in fastNLP.modules.aggregator.avg_pool)
MetricBase (class in fastNLP.core.metrics)
missing (fastNLP.core.utils.CheckRes attribute)
MLP (class in fastNLP.modules.decoder.MLP)
ModelLoader (class in fastNLP.io.model_io)
ModelSaver (class in fastNLP.io.model_io)
mst() (in module fastNLP.models.biaffine_parser)
MultiHeadAtte (class in fastNLP.modules.aggregator.attention)
N
NaiveClassifier (class in fastNLP.models.base_model)
NativeDataSetLoader (class in fastNLP.io.dataset_loader)
NLLLoss (class in fastNLP.core.losses)
Num2TagProcessor (class in fastNLP.api.processor)
O
Optimizer (class in fastNLP.core.optimizer)
P
parse() (fastNLP.io.dataset_loader.ClassDataSetLoader static method)
(fastNLP.io.dataset_loader.ConllLoader static method)
ParserLoss (class in fastNLP.models.biaffine_parser)
ParserMetric (class in fastNLP.models.biaffine_parser)
penalization() (fastNLP.modules.aggregator.self_attention.SelfAttention method)
PeopleDailyCorpusLoader (class in fastNLP.io.dataset_loader)
pickle_exist() (in module fastNLP.core.utils)
Pipeline (class in fastNLP.api.pipeline)
POS (class in fastNLP.api.api)
POSDataSetLoader (class in fastNLP.io.dataset_loader)
PreAppendProcessor (class in fastNLP.api.processor)
pred_topk() (in module fastNLP.core.metrics)
predict() (fastNLP.api.api.POS method)
(fastNLP.core.predictor.Predictor method)
(fastNLP.models.biaffine_parser.BiaffineParser method)
(fastNLP.models.cnn_text_classification.CNNText method)
Predictor (class in fastNLP.core.predictor)
pseudo_tqdm (class in fastNLP.core.utils)
R
RandomSampler (class in fastNLP.core.sampler)
RawDataSetLoader (class in fastNLP.io.dataset_loader)
read_csv() (fastNLP.core.dataset.DataSet class method)
rename_field() (fastNLP.core.dataset.DataSet method)
required (fastNLP.core.utils.CheckRes attribute)
S
save() (fastNLP.core.dataset.DataSet method)
save_config_file() (fastNLP.io.config_io.ConfigSaver method)
save_pickle() (in module fastNLP.core.utils)
save_pytorch() (fastNLP.io.model_io.ModelSaver method)
SelfAttention (class in fastNLP.modules.aggregator.self_attention)
seq_lens_to_masks() (in module fastNLP.core.utils)
seq_mask() (in module fastNLP.core.utils)
(in module fastNLP.modules.utils)
SeqLabeling (class in fastNLP.models.sequence_modeling)
SeqLenProcessor (class in fastNLP.api.processor)
SequentialSampler (class in fastNLP.core.sampler)
set_input() (fastNLP.core.dataset.DataSet method)
set_target() (fastNLP.core.dataset.DataSet method)
SGD (class in fastNLP.core.optimizer)
simple_sort_bucketing() (in module fastNLP.core.sampler)
SliceProcessor (class in fastNLP.api.processor)
SNLIDataSetLoader (class in fastNLP.io.dataset_loader)
SpanFPreRecMetric (class in fastNLP.core.metrics)
split() (fastNLP.core.dataset.DataSet method)
squash() (in module fastNLP.core.losses)
step() (fastNLP.modules.encoder.masked_rnn.MaskedRNNBase method)
T
test() (fastNLP.core.tester.Tester method)
Tester (class in fastNLP.core.tester)
TimestepDropout (class in fastNLP.modules.dropout)
to_index() (fastNLP.core.vocabulary.Vocabulary method)
TokenizeDataSetLoader (class in fastNLP.io.dataset_loader)
TransformerEncoder (class in fastNLP.modules.encoder.transformer)
TransformerEncoder.SubLayer (class in fastNLP.modules.encoder.transformer)
U
unpad() (in module fastNLP.core.losses)
unpad_mask() (in module fastNLP.core.losses)
unused (fastNLP.core.utils.CheckRes attribute)
V
varargs (fastNLP.core.utils.CheckRes attribute)
VarGRU (class in fastNLP.modules.encoder.variational_rnn)
VarLSTM (class in fastNLP.modules.encoder.variational_rnn)
VarRNN (class in fastNLP.modules.encoder.variational_rnn)
VarRNNBase (class in fastNLP.modules.encoder.variational_rnn)
VarRnnCellWrapper (class in fastNLP.modules.encoder.variational_rnn)
viterbi_decode() (fastNLP.modules.decoder.CRF.ConditionalRandomField method)
VocabProcessor (class in fastNLP.api.processor)
Vocabulary (class in fastNLP.core.vocabulary)
Read the Docs
v: v0.3.0
Versions
latest
stable
v0.3.0
trainer
Downloads
pdf
htmlzip
epub
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.