Path	Lines of Code
pytext/models/__init__.py	9
pytext/models/bert_classification_models.py	272
pytext/models/bert_regression_model.py	47
pytext/models/crf.py	173
pytext/models/decoders/__init__.py	4
pytext/models/decoders/decoder_base.py	18
pytext/models/decoders/intent_slot_model_decoder.py	51
pytext/models/decoders/mlp_decoder.py	59
pytext/models/decoders/mlp_decoder_n_tower.py	95
pytext/models/decoders/mlp_decoder_query_response.py	37
pytext/models/decoders/mlp_decoder_tri_tower.py	132
pytext/models/decoders/mlp_decoder_two_tower.py	160
pytext/models/decoders/multilabel_decoder.py	43
pytext/models/disjoint_multitask_model.py	39
pytext/models/distributed_model.py	31
pytext/models/doc_model.py	462
pytext/models/embeddings/__init__.py	22
pytext/models/embeddings/char_embedding.py	61
pytext/models/embeddings/contextual_token_embedding.py	38
pytext/models/embeddings/dict_embedding.py	105
pytext/models/embeddings/embedding_base.py	14
pytext/models/embeddings/embedding_list.py	48
pytext/models/embeddings/int_single_category_embedding.py	77
pytext/models/embeddings/int_weighted_multi_category_embedding.py	126
pytext/models/embeddings/mlp_embedding.py	53
pytext/models/embeddings/scriptable_embedding_list.py	62
pytext/models/embeddings/word_embedding.py	115
pytext/models/embeddings/word_seq_embedding.py	123
pytext/models/ensembles/__init__.py	4
pytext/models/ensembles/bagging_doc_ensemble.py	13
pytext/models/ensembles/bagging_intent_slot_ensemble.py	62
pytext/models/ensembles/ensemble.py	54
pytext/models/joint_model.py	137
pytext/models/language_models/__init__.py	1
pytext/models/language_models/lmlstm.py	156
pytext/models/masked_lm.py	155
pytext/models/masking_utils.py	29
pytext/models/model.py	216
pytext/models/module.py	47
pytext/models/output_layers/__init__.py	25
pytext/models/output_layers/distance_output_layer.py	155
pytext/models/output_layers/doc_classification_output_layer.py	161
pytext/models/output_layers/doc_regression_output_layer.py	68
pytext/models/output_layers/intent_slot_output_layer.py	110
pytext/models/output_layers/lm_output_layer.py	60
pytext/models/output_layers/multi_label_classification_layer.py	100
pytext/models/output_layers/output_layer_base.py	42
pytext/models/output_layers/pairwise_ranking_output_layer.py	16
pytext/models/output_layers/squad_output_layer.py	245
pytext/models/output_layers/utils.py	29
pytext/models/output_layers/word_tagging_output_layer.py	197
pytext/models/pair_classification_model.py	239
pytext/models/qna/__init__.py	1
pytext/models/qna/bert_squad_qa.py	131
pytext/models/qna/dr_qa.py	207
pytext/models/query_document_pairwise_ranking_model.py	88
pytext/models/r3f_models.py	120
pytext/models/representations/__init__.py	1
pytext/models/representations/attention.py	57
pytext/models/representations/augmented_lstm.py	329
pytext/models/representations/bilstm.py	98
pytext/models/representations/bilstm_doc_attention.py	57
pytext/models/representations/bilstm_doc_slot_attention.py	87
pytext/models/representations/bilstm_slot_attn.py	47
pytext/models/representations/biseqcnn.py	75
pytext/models/representations/contextual_intent_slot_rep.py	47
pytext/models/representations/deepcnn.py	172
pytext/models/representations/docnn.py	42
pytext/models/representations/huggingface_bert_sentence_encoder.py	85
pytext/models/representations/huggingface_electra_sentence_encoder.py	77
pytext/models/representations/jointcnn_rep.py	42
pytext/models/representations/lightconv.py	182
pytext/models/representations/ordered_neuron_lstm.py	118
pytext/models/representations/pair_rep.py	88
pytext/models/representations/pass_through.py	10
pytext/models/representations/pooling.py	95
pytext/models/representations/pure_doc_attention.py	49
pytext/models/representations/representation_base.py	11
pytext/models/representations/seq_rep.py	51
pytext/models/representations/slot_attention.py	57
pytext/models/representations/sparse_transformer_sentence_encoder.py	71
pytext/models/representations/stacked_bidirectional_rnn.py	75
pytext/models/representations/traced_transformer_encoder.py	111
pytext/models/representations/transformer/__init__.py	41
pytext/models/representations/transformer/luna_attention.py	602
pytext/models/representations/transformer/luna_sentence_encoder.py	386
pytext/models/representations/transformer/multihead_linear_attention.py	153
pytext/models/representations/transformer/representation.py	44
pytext/models/representations/transformer/sentence_encoder.py	133
pytext/models/representations/transformer_sentence_encoder.py	141
pytext/models/representations/transformer_sentence_encoder_base.py	94
pytext/models/roberta.py	455
pytext/models/semantic_parsers/__init__.py	1
pytext/models/semantic_parsers/rnng/__init__.py	1
pytext/models/semantic_parsers/rnng/rnng_constant.py	4
pytext/models/semantic_parsers/rnng/rnng_data_structures.py	116
pytext/models/semantic_parsers/rnng/rnng_parser.py	436
pytext/models/seq_models/__init__.py	1
pytext/models/seq_models/attention.py	223
pytext/models/seq_models/base.py	56
pytext/models/seq_models/contextual_intent_slot.py	46
pytext/models/seq_models/conv_decoder.py	475
pytext/models/seq_models/conv_encoder.py	310
pytext/models/seq_models/conv_model.py	60
pytext/models/seq_models/light_conv.py	110
pytext/models/seq_models/mask_generator.py	413
pytext/models/seq_models/nar_length.py	147
pytext/models/seq_models/nar_modules.py	58
pytext/models/seq_models/nar_output_layer.py	42
pytext/models/seq_models/nar_seq2seq_model.py	238
pytext/models/seq_models/positional.py	153
pytext/models/seq_models/projection_layers.py	153
pytext/models/seq_models/rnn_decoder.py	321
pytext/models/seq_models/rnn_encoder.py	152
pytext/models/seq_models/rnn_encoder_decoder.py	47
pytext/models/seq_models/seq2seq_model.py	202
pytext/models/seq_models/seq2seq_output_layer.py	29
pytext/models/seq_models/seqnn.py	28
pytext/models/seq_models/utils.py	43
pytext/models/tri_tower_classification_model.py	234
pytext/models/two_tower_classification_model.py	232
pytext/models/utils.py	3
pytext/models/word_model.py	196