Index

A

Accuracy (class in mindnlp.engine.metrics.accuracy) accuracy() (in module mindnlp.common.metrics) AdditiveAttention (class in mindnlp.modules.attentions) adjust() (mindnlp.common.amp.DynamicLossScaler method) (mindnlp.common.amp.LossScaler method) (mindnlp.common.amp.NoLossScaler method) (mindnlp.common.amp.StaticLossScaler method) AG_NEWS() (in module mindnlp.dataset.text_classification.agnews) AG_NEWS_Process() (in module mindnlp.dataset.text_classification.agnews) Agnews (class in mindnlp.dataset.text_classification.agnews)

all_finite() (in module mindnlp.common.amp) Amazonreviewfull (class in mindnlp.dataset.text_classification.amazonreviewfull) AmazonReviewFull() (in module mindnlp.dataset.text_classification.amazonreviewfull) AmazonReviewFull_Process() (in module mindnlp.dataset.text_classification.amazonreviewfull) Amazonreviewpolarity (class in mindnlp.dataset.text_classification.amazonreviewpolarity) AmazonReviewPolarity() (in module mindnlp.dataset.text_classification.amazonreviewpolarity) AmazonReviewPolarity_Process() (in module mindnlp.dataset.text_classification.amazonreviewpolarity) auto_black_list() (in module mindnlp.common.amp) auto_mixed_precision() (in module mindnlp.common.amp) auto_white_list() (in module mindnlp.common.amp)

B

backward_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) backward_end() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) BaseModel (class in mindnlp.abc) BertAttention (class in mindnlp.models.bert) BertConfig (class in mindnlp.models.bert) BertEmbeddings (class in mindnlp.models.bert) BertEncoder (class in mindnlp.models.bert) BertForPretraining (class in mindnlp.models.bert) BertIntermediate (class in mindnlp.models.bert) BertLayer (class in mindnlp.models.bert) BertLMPredictionHead (class in mindnlp.models.bert) BertModel (class in mindnlp.models.bert)

BertOutput (class in mindnlp.models.bert) BertPooler (class in mindnlp.models.bert) BertPredictionHeadTransform (class in mindnlp.models.bert) BertPreTrainingHeads (class in mindnlp.models.bert) BertSelfAttention (class in mindnlp.models.bert) BertSelfOutput (class in mindnlp.models.bert) BestModelCallback (class in mindnlp.engine.callbacks.best_model_callback) BinaryAttention (class in mindnlp.modules.attentions) bleu() (in module mindnlp.common.metrics) BleuScore (class in mindnlp.engine.metrics.bleu) built-in function mindnlp.dataset.load() mindnlp.dataset.process()

C

cache_file() (in module mindnlp.utils.download) cached_path() (in module mindnlp.utils.download) Callback (class in mindnlp.abc) CallbackManager (class in mindnlp.engine.callbacks.callback_manager) check_md5() (in module mindnlp.utils.download) CheckpointCallback (class in mindnlp.engine.callbacks.checkpoint_callback) clear() (mindnlp.engine.metrics.accuracy.Accuracy method) (mindnlp.engine.metrics.bleu.BleuScore method) (mindnlp.engine.metrics.confusion_matrix.ConfusionMatrix method) (mindnlp.engine.metrics.distinct.Distinct method) (mindnlp.engine.metrics.em_score.EmScore method) (mindnlp.engine.metrics.f1.F1Score method) (mindnlp.engine.metrics.matthews.MatthewsCorrelation method) (mindnlp.engine.metrics.pearson.PearsonCorrelation method) (mindnlp.engine.metrics.perplexity.Perplexity method) (mindnlp.engine.metrics.precision.Precision method) (mindnlp.engine.metrics.recall.Recall method) (mindnlp.engine.metrics.rouge.RougeL method) (mindnlp.engine.metrics.rouge.RougeN method) (mindnlp.engine.metrics.spearman.SpearmanCorrelation method) clear_metrics() (mindnlp.engine.evaluator.Evaluator method) CMRC2018Loss (class in mindnlp.common.loss) CNNEncoder (class in mindnlp.modules.encoder.cnn_encoder) Cola (class in mindnlp.dataset.text_classification.cola) CoLA() (in module mindnlp.dataset.text_classification.cola) CoLA_Process() (in module mindnlp.dataset.text_classification.cola) confusion_matrix() (in module mindnlp.common.metrics) ConfusionMatrix (class in mindnlp.engine.metrics.confusion_matrix) Conll2000chunking (class in mindnlp.dataset.sequence_tagging.conll2000chunking) CoNLL2000Chunking() (in module mindnlp.dataset.sequence_tagging.conll2000chunking) CoNLL2000Chunking_Process() (in module mindnlp.dataset.sequence_tagging.conll2000chunking) construct() (mindnlp.common.loss.CMRC2018Loss method) (mindnlp.common.loss.RDropLoss method) (mindnlp.common.nn.transformer.MultiheadAttention method) (mindnlp.common.nn.transformer.Transformer method) (mindnlp.common.nn.transformer.TransformerDecoder method) (mindnlp.common.nn.transformer.TransformerDecoderLayer method) (mindnlp.common.nn.transformer.TransformerEncoder method) (mindnlp.common.nn.transformer.TransformerEncoderLayer method) (mindnlp.models.bert.BertAttention method) (mindnlp.models.bert.BertEmbeddings method) (mindnlp.models.bert.BertEncoder method) (mindnlp.models.bert.BertForPretraining method) (mindnlp.models.bert.BertIntermediate method) (mindnlp.models.bert.BertLayer method) (mindnlp.models.bert.BertLMPredictionHead method) (mindnlp.models.bert.BertModel method) (mindnlp.models.bert.BertOutput method) (mindnlp.models.bert.BertPooler method) (mindnlp.models.bert.BertPredictionHeadTransform method) (mindnlp.models.bert.BertPreTrainingHeads method) (mindnlp.models.bert.BertSelfAttention method) (mindnlp.models.bert.BertSelfOutput method) (mindnlp.models.bert.Matmul method) (mindnlp.modules.attentions.AdditiveAttention method) (mindnlp.modules.attentions.BinaryAttention method) (mindnlp.modules.attentions.CosineAttention method) (mindnlp.modules.attentions.LinearAttention method) (mindnlp.modules.attentions.LocationAwareAttention method) (mindnlp.modules.attentions.MutiHeadAttention method) (mindnlp.modules.attentions.ScaledDotAttention method) (mindnlp.modules.attentions.SelfAttention method) (mindnlp.modules.decoder.rnn_decoder.RNNDecoder method) (mindnlp.modules.embeddings.fasttext_embedding.Fasttext method), [1] (mindnlp.modules.embeddings.glove_embedding.Glove method), [1] (mindnlp.modules.embeddings.word2vec_embedding.Word2vec method), [1] (mindnlp.modules.encoder.cnn_encoder.CNNEncoder method) (mindnlp.modules.encoder.rnn_encoder.RNNEncoder method)

CosineAttention (class in mindnlp.modules.attentions)

D

Dbpedia (class in mindnlp.dataset.text_classification.dbpedia) DBpedia() (in module mindnlp.dataset.text_classification.dbpedia) DBpedia_Process() (in module mindnlp.dataset.text_classification.dbpedia) DecoderBase (class in mindnlp.abc) dims (mindnlp.modules.embeddings.fasttext_embedding.Fasttext attribute), [1] (mindnlp.modules.embeddings.glove_embedding.Glove attribute), [1] (mindnlp.modules.embeddings.word2vec_embedding.Word2vec attribute), [1]

Distinct (class in mindnlp.engine.metrics.distinct) distinct() (in module mindnlp.common.metrics) ds_sink_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) ds_sink_end() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) DynamicLossScaler (class in mindnlp.common.amp)

E

EarlyStopCallback (class in mindnlp.engine.callbacks.earlystop_callback) em_score() (in module mindnlp.common.metrics) EmScore (class in mindnlp.engine.metrics.em_score) EncoderBase (class in mindnlp.abc) eval() (mindnlp.engine.metrics.accuracy.Accuracy method) (mindnlp.engine.metrics.bleu.BleuScore method) (mindnlp.engine.metrics.confusion_matrix.ConfusionMatrix method) (mindnlp.engine.metrics.distinct.Distinct method) (mindnlp.engine.metrics.em_score.EmScore method) (mindnlp.engine.metrics.f1.F1Score method) (mindnlp.engine.metrics.matthews.MatthewsCorrelation method) (mindnlp.engine.metrics.pearson.PearsonCorrelation method) (mindnlp.engine.metrics.perplexity.Perplexity method) (mindnlp.engine.metrics.precision.Precision method) (mindnlp.engine.metrics.recall.Recall method) (mindnlp.engine.metrics.rouge.RougeL method) (mindnlp.engine.metrics.rouge.RougeN method) (mindnlp.engine.metrics.spearman.SpearmanCorrelation method)

evaluate_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) evaluate_end() (mindnlp.engine.callbacks.best_model_callback.BestModelCallback method) (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.earlystop_callback.EarlyStopCallback method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) Evaluator (class in mindnlp.engine.evaluator) exception() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) extract_features() (mindnlp.modules.decoder.rnn_decoder.RNNDecoder method)

F

f1_score() (in module mindnlp.common.metrics) F1Score (class in mindnlp.engine.metrics.f1) Fasttext (class in mindnlp.modules.embeddings.fasttext_embedding), [1] fetch_data_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) fetch_data_end() (mindnlp.engine.callbacks.callback_manager.CallbackManager method)

format_timer() (mindnlp.engine.callbacks.timer_callback.TimerCallback method) forward_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) forward_end() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) from_pretrained() (mindnlp.modules.embeddings.fasttext_embedding.Fasttext class method), [1] (mindnlp.modules.embeddings.glove_embedding.Glove class method), [1] (mindnlp.modules.embeddings.word2vec_embedding.Word2vec class method), [1]

G

get_cache_path() (in module mindnlp.utils.download) get_dataset_url() (in module mindnlp.utils.download) get_filepath() (in module mindnlp.utils.download) get_from_cache() (in module mindnlp.utils.download) get_input_dim() (mindnlp.modules.encoder.cnn_encoder.CNNEncoder method) get_metric_name() (mindnlp.engine.metrics.accuracy.Accuracy method) (mindnlp.engine.metrics.bleu.BleuScore method) (mindnlp.engine.metrics.confusion_matrix.ConfusionMatrix method) (mindnlp.engine.metrics.distinct.Distinct method) (mindnlp.engine.metrics.em_score.EmScore method) (mindnlp.engine.metrics.f1.F1Score method) (mindnlp.engine.metrics.matthews.MatthewsCorrelation method) (mindnlp.engine.metrics.pearson.PearsonCorrelation method) (mindnlp.engine.metrics.perplexity.Perplexity method) (mindnlp.engine.metrics.precision.Precision method) (mindnlp.engine.metrics.recall.Recall method) (mindnlp.engine.metrics.rouge.RougeL method) (mindnlp.engine.metrics.rouge.RougeN method) (mindnlp.engine.metrics.spearman.SpearmanCorrelation method)

get_output_dim() (mindnlp.modules.encoder.cnn_encoder.CNNEncoder method) Glove (class in mindnlp.modules.embeddings.glove_embedding), [1]

H

http_get() (in module mindnlp.utils.download)

I

Imdb (class in mindnlp.dataset.text_classification.imdb) IMDB() (in module mindnlp.dataset.text_classification.imdb) IMDB_Process() (in module mindnlp.dataset.text_classification.imdb) is_better_metric_value() (mindnlp.engine.callbacks.best_model_callback.BestModelCallback method) (mindnlp.engine.callbacks.earlystop_callback.EarlyStopCallback method)

IWSLT2016() (in module mindnlp.dataset.machine_translation.iwslt2016) IWSLT2017() (in module mindnlp.dataset.machine_translation.iwslt2017) IWSLT2017_Process() (in module mindnlp.dataset.machine_translation.iwslt2017)

L

label_map (mindnlp.dataset.text_classification.imdb.Imdb attribute) (mindnlp.dataset.text_classification.mnli.Mnli attribute) (mindnlp.dataset.text_classification.qnli.Qnli attribute) (mindnlp.dataset.text_classification.rte.Rte attribute) Lcsts (class in mindnlp.dataset.text_generation.lcsts) LCSTS() (in module mindnlp.dataset.text_generation.lcsts)

LinearAttention (class in mindnlp.modules.attentions) load() (mindnlp.modules.embeddings.fasttext_embedding.Fasttext class method), [1] (mindnlp.modules.embeddings.glove_embedding.Glove class method), [1] (mindnlp.modules.embeddings.word2vec_embedding.Word2vec class method), [1] load_model() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) LocationAwareAttention (class in mindnlp.modules.attentions) LossScaler (class in mindnlp.common.amp)

M

match_file() (in module mindnlp.utils.download) Matmul (class in mindnlp.models.bert) matthews_correlation() (in module mindnlp.common.metrics) MatthewsCorrelation (class in mindnlp.engine.metrics.matthews) Metric (class in mindnlp.abc) mindnlp.common.amp module mindnlp.common.loss module mindnlp.common.metrics module mindnlp.common.nn.transformer module mindnlp.dataset.load() built-in function mindnlp.dataset.machine_translation module mindnlp.dataset.machine_translation.iwslt2016 module mindnlp.dataset.machine_translation.iwslt2017 module mindnlp.dataset.machine_translation.multi30k module mindnlp.dataset.process() built-in function mindnlp.dataset.question_answer module mindnlp.dataset.question_answer.squad1 module mindnlp.dataset.question_answer.squad2 module mindnlp.dataset.sequence_tagging module mindnlp.dataset.sequence_tagging.conll2000chunking module mindnlp.dataset.sequence_tagging.udpos module mindnlp.dataset.text_classification module mindnlp.dataset.text_classification.agnews module mindnlp.dataset.text_classification.amazonreviewfull module mindnlp.dataset.text_classification.amazonreviewpolarity module mindnlp.dataset.text_classification.cola module mindnlp.dataset.text_classification.dbpedia module mindnlp.dataset.text_classification.imdb module mindnlp.dataset.text_classification.mnli module mindnlp.dataset.text_classification.mrpc module mindnlp.dataset.text_classification.qnli module mindnlp.dataset.text_classification.qqp module mindnlp.dataset.text_classification.rte module mindnlp.dataset.text_classification.sogounews module mindnlp.dataset.text_classification.sst2 module mindnlp.dataset.text_classification.stsb module mindnlp.dataset.text_classification.wnli module mindnlp.dataset.text_classification.yahooanswers module mindnlp.dataset.text_classification.yelpreviewfull module mindnlp.dataset.text_classification.yelpreviewpolarity module mindnlp.dataset.text_generation module mindnlp.dataset.text_generation.lcsts module mindnlp.dataset.text_generation.penntreebank module mindnlp.dataset.text_generation.wikitext103 module mindnlp.dataset.text_generation.wikitext2 module mindnlp.dataset.transforms module mindnlp.engine.callbacks module mindnlp.engine.callbacks.best_model_callback module mindnlp.engine.callbacks.callback_manager module mindnlp.engine.callbacks.checkpoint_callback module mindnlp.engine.callbacks.earlystop_callback module mindnlp.engine.callbacks.timer_callback module mindnlp.engine.evaluator module mindnlp.engine.metrics module mindnlp.engine.metrics.accuracy module mindnlp.engine.metrics.bleu module mindnlp.engine.metrics.confusion_matrix module mindnlp.engine.metrics.distinct module mindnlp.engine.metrics.em_score module mindnlp.engine.metrics.f1 module mindnlp.engine.metrics.matthews module mindnlp.engine.metrics.pearson module mindnlp.engine.metrics.perplexity module mindnlp.engine.metrics.precision module mindnlp.engine.metrics.recall module mindnlp.engine.metrics.rouge module mindnlp.engine.metrics.spearman module mindnlp.engine.trainer module mindnlp.models.bert module

mindnlp.modules.attentions module mindnlp.modules.decoder module mindnlp.modules.decoder.rnn_decoder module mindnlp.modules.decoder.transformer_decoder module mindnlp.modules.embeddings module, [1] mindnlp.modules.embeddings.fasttext_embedding module, [1] mindnlp.modules.embeddings.glove_embedding module, [1] mindnlp.modules.embeddings.word2vec_embedding module, [1] mindnlp.modules.encoder module mindnlp.modules.encoder.cnn_encoder module mindnlp.modules.encoder.rnn_encoder module mindnlp.modules.encoder.transformer_encoder module mindnlp.utils module mindnlp.utils.decompress module mindnlp.utils.download module mindnlp.workflow module mindnlp.workflow.inference_pipeline module mindnlp.workflow.pipeline module mindnlp.workflow.task module mindnlp.workflow.training_pipeline module Mnli (class in mindnlp.dataset.text_classification.mnli) MNLI() (in module mindnlp.dataset.text_classification.mnli) MNLI_Process() (in module mindnlp.dataset.text_classification.mnli) module mindnlp.common.amp mindnlp.common.loss mindnlp.common.metrics mindnlp.common.nn.transformer mindnlp.dataset.machine_translation mindnlp.dataset.machine_translation.iwslt2016 mindnlp.dataset.machine_translation.iwslt2017 mindnlp.dataset.machine_translation.multi30k mindnlp.dataset.question_answer mindnlp.dataset.question_answer.squad1 mindnlp.dataset.question_answer.squad2 mindnlp.dataset.sequence_tagging mindnlp.dataset.sequence_tagging.conll2000chunking mindnlp.dataset.sequence_tagging.udpos mindnlp.dataset.text_classification mindnlp.dataset.text_classification.agnews mindnlp.dataset.text_classification.amazonreviewfull mindnlp.dataset.text_classification.amazonreviewpolarity mindnlp.dataset.text_classification.cola mindnlp.dataset.text_classification.dbpedia mindnlp.dataset.text_classification.imdb mindnlp.dataset.text_classification.mnli mindnlp.dataset.text_classification.mrpc mindnlp.dataset.text_classification.qnli mindnlp.dataset.text_classification.qqp mindnlp.dataset.text_classification.rte mindnlp.dataset.text_classification.sogounews mindnlp.dataset.text_classification.sst2 mindnlp.dataset.text_classification.stsb mindnlp.dataset.text_classification.wnli mindnlp.dataset.text_classification.yahooanswers mindnlp.dataset.text_classification.yelpreviewfull mindnlp.dataset.text_classification.yelpreviewpolarity mindnlp.dataset.text_generation mindnlp.dataset.text_generation.lcsts mindnlp.dataset.text_generation.penntreebank mindnlp.dataset.text_generation.wikitext103 mindnlp.dataset.text_generation.wikitext2 mindnlp.dataset.transforms mindnlp.engine.callbacks mindnlp.engine.callbacks.best_model_callback mindnlp.engine.callbacks.callback_manager mindnlp.engine.callbacks.checkpoint_callback mindnlp.engine.callbacks.earlystop_callback mindnlp.engine.callbacks.timer_callback mindnlp.engine.evaluator mindnlp.engine.metrics mindnlp.engine.metrics.accuracy mindnlp.engine.metrics.bleu mindnlp.engine.metrics.confusion_matrix mindnlp.engine.metrics.distinct mindnlp.engine.metrics.em_score mindnlp.engine.metrics.f1 mindnlp.engine.metrics.matthews mindnlp.engine.metrics.pearson mindnlp.engine.metrics.perplexity mindnlp.engine.metrics.precision mindnlp.engine.metrics.recall mindnlp.engine.metrics.rouge mindnlp.engine.metrics.spearman mindnlp.engine.trainer mindnlp.models.bert mindnlp.modules.attentions mindnlp.modules.decoder mindnlp.modules.decoder.rnn_decoder mindnlp.modules.decoder.transformer_decoder mindnlp.modules.embeddings, [1] mindnlp.modules.embeddings.fasttext_embedding, [1] mindnlp.modules.embeddings.glove_embedding, [1] mindnlp.modules.embeddings.word2vec_embedding, [1] mindnlp.modules.encoder mindnlp.modules.encoder.cnn_encoder mindnlp.modules.encoder.rnn_encoder mindnlp.modules.encoder.transformer_encoder mindnlp.utils mindnlp.utils.decompress mindnlp.utils.download mindnlp.workflow mindnlp.workflow.inference_pipeline mindnlp.workflow.pipeline mindnlp.workflow.task mindnlp.workflow.training_pipeline Mrpc (class in mindnlp.dataset.text_classification.mrpc) MRPC() (in module mindnlp.dataset.text_classification.mrpc) MRPC_Process() (in module mindnlp.dataset.text_classification.mrpc) Multi30k() (in module mindnlp.dataset.machine_translation.multi30k) Multi30k_Process() (in module mindnlp.dataset.machine_translation.multi30k) MultiheadAttention (class in mindnlp.common.nn.transformer) MutiHeadAttention (class in mindnlp.modules.attentions)

N

NoLossScaler (class in mindnlp.common.amp)

O

output_layer() (mindnlp.modules.decoder.rnn_decoder.RNNDecoder method)

P

pearson_correlation() (in module mindnlp.common.metrics) PearsonCorrelation (class in mindnlp.engine.metrics.pearson) PennTreebank() (in module mindnlp.dataset.text_generation.penntreebank) Perplexity (class in mindnlp.engine.metrics.perplexity) perplexity() (in module mindnlp.common.metrics)

Precision (class in mindnlp.engine.metrics.precision) precision() (in module mindnlp.common.metrics) PretrainedConfig (class in mindnlp.abc) (class in mindnlp.models.bert) PretrainedModel (class in mindnlp.abc)

Q

Qnli (class in mindnlp.dataset.text_classification.qnli) QNLI() (in module mindnlp.dataset.text_classification.qnli) QNLI_Process() (in module mindnlp.dataset.text_classification.qnli)

Qqp (class in mindnlp.dataset.text_classification.qqp) QQP() (in module mindnlp.dataset.text_classification.qqp) QQP_Process() (in module mindnlp.dataset.text_classification.qqp)

R

RDropLoss (class in mindnlp.common.loss) Recall (class in mindnlp.engine.metrics.recall) recall() (in module mindnlp.common.metrics) reorder_encoder_out() (mindnlp.modules.encoder.rnn_encoder.RNNEncoder method) reset() (mindnlp.engine.callbacks.timer_callback.Timers method) RNNDecoder (class in mindnlp.modules.decoder.rnn_decoder) RNNEncoder (class in mindnlp.modules.encoder.rnn_encoder) rouge_l() (in module mindnlp.common.metrics)

rouge_n() (in module mindnlp.common.metrics) RougeL (class in mindnlp.engine.metrics.rouge) RougeN (class in mindnlp.engine.metrics.rouge) Rte (class in mindnlp.dataset.text_classification.rte) RTE() (in module mindnlp.dataset.text_classification.rte) RTE_Process() (in module mindnlp.dataset.text_classification.rte) run() (mindnlp.engine.evaluator.Evaluator method) (mindnlp.engine.trainer.Trainer method) RunContext (class in mindnlp.engine.callbacks.callback_manager)

S

save() (mindnlp.modules.embeddings.fasttext_embedding.Fasttext method), [1] (mindnlp.modules.embeddings.glove_embedding.Glove method), [1] (mindnlp.modules.embeddings.word2vec_embedding.Word2vec method), [1] save_model() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) scale() (mindnlp.common.amp.DynamicLossScaler method) (mindnlp.common.amp.LossScaler method) (mindnlp.common.amp.NoLossScaler method) (mindnlp.common.amp.StaticLossScaler method) ScaledDotAttention (class in mindnlp.modules.attentions) SelfAttention (class in mindnlp.modules.attentions) Seq2seqModel (class in mindnlp.abc) Seq2vecModel (class in mindnlp.abc) set_mask() (mindnlp.modules.attentions.LocationAwareAttention method) Sogounews (class in mindnlp.dataset.text_classification.sogounews)

SogouNews() (in module mindnlp.dataset.text_classification.sogounews) spearman_correlation() (in module mindnlp.common.metrics) SpearmanCorrelation (class in mindnlp.engine.metrics.spearman) Squad1 (class in mindnlp.dataset.question_answer.squad1) SQuAD1() (in module mindnlp.dataset.question_answer.squad1) SQuAD1_Process() (in module mindnlp.dataset.question_answer.squad1) Squad2 (class in mindnlp.dataset.question_answer.squad2) SQuAD2() (in module mindnlp.dataset.question_answer.squad2) Sst2 (class in mindnlp.dataset.text_classification.sst2) SST2() (in module mindnlp.dataset.text_classification.sst2) SST2_Process() (in module mindnlp.dataset.text_classification.sst2) StaticLossScaler (class in mindnlp.common.amp) Stsb (class in mindnlp.dataset.text_classification.stsb) STSB() (in module mindnlp.dataset.text_classification.stsb) STSB_Process() (in module mindnlp.dataset.text_classification.stsb)

T

TimerCallback (class in mindnlp.engine.callbacks.timer_callback) Timers (class in mindnlp.engine.callbacks.timer_callback) TokenEmbedding (class in mindnlp.abc) train_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.checkpoint_callback.CheckpointCallback method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) train_end() (mindnlp.engine.callbacks.best_model_callback.BestModelCallback method) (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) train_epoch_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) train_epoch_end() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.checkpoint_callback.CheckpointCallback method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method)

train_step_begin() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) train_step_end() (mindnlp.engine.callbacks.callback_manager.CallbackManager method) (mindnlp.engine.callbacks.timer_callback.TimerCallback method) Trainer (class in mindnlp.engine.trainer) Transformer (class in mindnlp.common.nn.transformer) TransformerDecoder (class in mindnlp.common.nn.transformer) TransformerDecoderLayer (class in mindnlp.common.nn.transformer) TransformerEncoder (class in mindnlp.common.nn.transformer) TransformerEncoderLayer (class in mindnlp.common.nn.transformer) transpose_for_scores() (mindnlp.models.bert.BertSelfAttention method)

U

Udpos (class in mindnlp.dataset.sequence_tagging.udpos) UDPOS() (in module mindnlp.dataset.sequence_tagging.udpos) ungz() (in module mindnlp.utils.decompress) unscale() (mindnlp.common.amp.DynamicLossScaler method) (mindnlp.common.amp.LossScaler method) (mindnlp.common.amp.NoLossScaler method) (mindnlp.common.amp.StaticLossScaler method) untar() (in module mindnlp.utils.decompress) unzip() (in module mindnlp.utils.decompress) update() (mindnlp.engine.metrics.accuracy.Accuracy method) (mindnlp.engine.metrics.bleu.BleuScore method) (mindnlp.engine.metrics.confusion_matrix.ConfusionMatrix method) (mindnlp.engine.metrics.distinct.Distinct method) (mindnlp.engine.metrics.em_score.EmScore method) (mindnlp.engine.metrics.f1.F1Score method) (mindnlp.engine.metrics.matthews.MatthewsCorrelation method) (mindnlp.engine.metrics.pearson.PearsonCorrelation method) (mindnlp.engine.metrics.perplexity.Perplexity method) (mindnlp.engine.metrics.precision.Precision method) (mindnlp.engine.metrics.recall.Recall method) (mindnlp.engine.metrics.rouge.RougeL method) (mindnlp.engine.metrics.rouge.RougeN method) (mindnlp.engine.metrics.spearman.SpearmanCorrelation method)

urls (mindnlp.modules.embeddings.fasttext_embedding.Fasttext attribute), [1] (mindnlp.modules.embeddings.glove_embedding.Glove attribute), [1] (mindnlp.modules.embeddings.word2vec_embedding.Word2vec attribute), [1]

W

WikiText103() (in module mindnlp.dataset.text_generation.wikitext103) WikiText2() (in module mindnlp.dataset.text_generation.wikitext2) Wnli (class in mindnlp.dataset.text_classification.wnli)

WNLI() (in module mindnlp.dataset.text_classification.wnli) WNLI_Process() (in module mindnlp.dataset.text_classification.wnli) Word2vec (class in mindnlp.modules.embeddings.word2vec_embedding), [1]

Y

Yahooanswers (class in mindnlp.dataset.text_classification.yahooanswers) YahooAnswers() (in module mindnlp.dataset.text_classification.yahooanswers) YahooAnswers_Process() (in module mindnlp.dataset.text_classification.yahooanswers) Yelpreviewfull (class in mindnlp.dataset.text_classification.yelpreviewfull)

YelpReviewFull() (in module mindnlp.dataset.text_classification.yelpreviewfull) YelpReviewFull_Process() (in module mindnlp.dataset.text_classification.yelpreviewfull) Yelpreviewpolarity (class in mindnlp.dataset.text_classification.yelpreviewpolarity) YelpReviewPolarity() (in module mindnlp.dataset.text_classification.yelpreviewpolarity) YelpReviewPolarity_Process() (in module mindnlp.dataset.text_classification.yelpreviewpolarity)