Open
Description
Hi, In NeuronBlocks, inappropriate dependency versioning constraints can cause risks.
Below are the dependencies and version constraints that the project is using
nltk==3.4.1
gensim==3.7.2
tqdm==4.31.1
numpy==1.16.3
scikit-learn==0.20.3
ftfy==5.5.1
jieba==0.39
The version constraint == will introduce the risk of dependency conflicts because the scope of dependencies is too strict.
The version constraint No Upper Bound and * will introduce the risk of the missing API Error because the latest version of the dependencies may remove some APIs.
After further analysis, in this project,
The version constraint of dependency nltk can be changed to >=3.2.3,<=3.7.
The version constraint of dependency gensim can be changed to >=3.0.0,<=3.1.0.
The version constraint of dependency gensim can be changed to >=4.0.0,<=4.2.0.
The version constraint of dependency tqdm can be changed to >=4.36.0,<=4.64.0.
The version constraint of dependency scikit-learn can be changed to >=0.15.0,<=0.20.4.
The version constraint of dependency jieba can be changed to >=0.36,<=0.36.2.
The above modification suggestions can reduce the dependency conflicts as much as possible,
and introduce the latest version as much as possible without calling Error in the projects.
The invocation of the current project includes all the following methods.
The calling methods from the nltk
collections.OrderedDict nltk.tokenize.util.align_tokens nltk.tag.perceptron.PerceptronTagger nltk.download
The calling methods from the gensim
gensim.models.keyedvectors.KeyedVectors.load_word2vec_format gensim.models.fasttext.FastText.load_fasttext_format
The calling methods from the tqdm
tqdm.tqdm
The calling methods from the scikit-learn
sklearn.metrics.f1_score sklearn.metrics.roc_auc_score sklearn.metrics.recall_score random.choice sklearn.metrics.mean_squared_error sklearn.metrics.precision_score sklearn.metrics.accuracy_score sklearn.metrics.auc sklearn.metrics.roc_curve
The calling methods from the jieba
jieba.setLogLevel jieba.cut
The calling methods from the all methods
self.Pooling2DConf.super.__init__ self.Conf.load_data.check_conf string.contiguous.view i.line_split.split self._merge_encode_data.values f.split string2.unsqueeze print y_mask.unsqueeze.expand self.model.update_use_gpu self.ElementWisedMultiply2DConf.super.inference self.conv conf.optimizer_name.eval logits_softmax.cpu.data.numpy self.conf.answer_column_name.i.length_batches.numpy former_conf.type.str.lower self.batch_norm self.CRFConf.super.verify self.target_dict.get self.conf.answer_column_name.i.target_batches.reshape self.BiLSTMLastConf.super.verify single_input_cluster.input_cluster.length_batch.append ModelConf.ModelConf diff_metric.split os.path.isfile losses.BaseLossConf.BaseLossConf.get_conf torch.nn.utils.rnn.pack_padded_sequence self.BiLSTMAttConf.super.inference masks.torch.stack.view codecs.open.close self.Concat2D.super.__init__ self.Conv2DConf.super.__init__ exceptions.ConfigurationError query.unsqueeze self.Transformer.super.__init__ self.merge_heads self.DBC2SBC vec.max_score.expand_as.vec.torch.exp.torch.sum.torch.log.view self.FullAttentionConf.super.inference torch.autograd.Variable torch.nn.BatchNorm1d self.get_encode_generator torch.cat distribution.append self.dropout.cuda logging.error convert_to_tmppath core.LRScheduler.LRScheduler.get_lr torch.index_select self.LinearConf.super.inference string2_len.cpu.numpy.max self.is_cuda self.EmbeddingConf.super.__init__ queue.Queue.get input_cluster.self.embeddings.parameters layer_name.eval pointer.contiguous.view slot_tagging_metrics.get_ner_BIO tag_size.batch_size.torch.zeros.autograd.Variable.long e_idx.view.s_idx.torch.gather.squeeze self.BiLSTM.super.__init__ text_lines.append enumerate e_idx.view layer_arch.get self.HighwayLinearConf.super.verify line.split.split self.MLPConf.super.__init__ self.PoolingConf.super.verify utils.common_utils.get_trainable_param_num item.keys lr_total.append str self.BiLSTMAttConf.super.verify encoder_outputs.size Cache.check string_output.transpose.transpose self.text_preprocessor.preprocess temp_target_batch.append self.use_parent_doc self._score_sentence self.alpha.type self.download_or_zip self.MLP.super.__init__ torch.nn.AvgPool2d repr torch.nn.Linear logging.StreamHandler.setFormatter open.write logits_flat.detach.cpu ConfigurationError self.InteractionConf.super.__init__ torch.zeros field.find json.dumps text.translate.split Cache.back_up json.keys self.c_fc torch.gather.contiguous temp_logits_flat.detach.cpu.numpy collections.defaultdict.values self.layer_conf.START_TAG.self.layer_conf.target_dict.inivalues.clone.view numpy.ones self.BiLSTMAttConf.super.verify_before_inference field.split torch.no_grad core.StreamingRecorder.StreamingRecorder.clear_records tag_seq.cpu.numpy self.output_dim.append load_embedding self.Minus3DConf.super.verify layer_conf.mlp_name.eval torch.nn.MaxPool2d seq_len.cpu.numpy.max self.encoder_conf_cls.verify get_conf self.input_dicts.cell_num torch.sqrt.mean Cache.load j.get batch_size.mask.long.torch.sum.view.long Digraph.render self.evaluator.compare self.Expand_plusConf.super.verify char_hidden.transpose.contiguous.view transferer.pkl_dump answers.append os.remove _.lower file_index.append jieba.cut single_loss_fn target.view.view Y.view.view self.cnn os.path.exists input_cluster.self.char_embeddings Digraph.attr tmp_docs.items torch.matmul time.sleep self.model.module.layers.get_parameters torch.nn.GRU EnglishTokenizer torch.cat.append self._prepare_encoding_cache self.dropout results.keys list.cpu web.application sys.argv.upper filepath.replace.startswith self.EncoderDecoderConf.super.verify_before_inference self.SLUEncoder.super.__init__ os.path.dirname self.change_to_list type string.shape.string.shape.masks.torch.stack.view.expand_as self.metrics_post_check.add argparse.ArgumentParser.parse_known_args sys.path.append self.problem.encode_data_list self.vars.items all utils.BPEEncoder.BPEEncoder.encode core.ChineseTokenizer.ChineseTokenizer string.index_select.size string.view field_to_chk.split numpy.array X.detach self.MatrixMultiplyConf.super.__init__ all_losses.append globals logits_flat.detach.cpu.numpy problem.output_dict.has_cell countChunks core.StreamingRecorder.StreamingRecorder.record range.extend text.translate.lower input.contiguous.view color.get logpt.view.view kwargs.eval k.q.torch.matmul.to scores.view all_output.append string1_HoW.size layer_conf.decoder_name.eval self.Linear.super.__init__ self.CRFConf.super.__init__ result_conll.append self.CRF.super.__init__ core.StreamingRecorder.StreamingRecorder string_len.unsqueeze.expand_as torch.nn.ModuleDict torch.gather torch.nn.Parameter self.delete_example self.Add3DConf.super.inference self.evaluate self.get_supported_metrics self.FullAttentionConf.super.verify sklearn.metrics.roc_curve torch.mm self.cell single_type.dest_dict.extend self.linear_final.expand_as set.add self._merge_encode_lengths.numpy BIO2BIOES string.permute.contiguous idx.view ChineseTokenizer.span_tokenize text.split sum multiprocessing.cpu_count self.c_proj self.split_heads self.CRFLoss.super.__init__ value.export_cell_dict content.unsqueeze.expand layer_name.eval.verify self.input_dicts.build query_aug.contiguous.view.contiguous self.ConvPoolingConf.super.verify list.append string_aug.contiguous.view feats.transpose.contiguous f.read data_batches.keys self.layer_conf.resid_dropout.nn.Dropout numpy.sort isinstance partition.contiguous.view self.decoder_conf_cls.verify_before_inference self.BilinearAttentionConf.super.__init__ IOB2BIO self.layernorm2_conf_cls.inference numpy.min core.LRScheduler.LRScheduler.step stand_matrix.append self.layer_conf.hidden_dim.string2.size.string2_key.view.transpose.contiguous queue.Queue.qsize target_docs.values Model.Model self.ConvPoolingConf.super.inference key.docs.extend self.softmax get_pairs self.loss_fn.append self._merge_encode_data shutil.rmtree self._merge_encode_data.pop format string_out.permute.contiguous lm.model.parameters string1_HoW.contiguous min i.label_list.upper torch.tril func_get_value_by_key string.unsqueeze os.listdir torch.sigmoid evaluator.get_first_metric_result QRNNLayer layer.chunk self.layer_conf.hidden_dim.string.size.torch.FloatTensor.zero_ self.char_embeddings.cuda string.size.real_context.torch.cat.view.unsqueeze p1.ls.unsqueeze.max self.HighwayLinearConf.super.__init__ new_tags.transpose.contiguous.view.cuda tag_size.tag_size.self.transitions.view.expand self.dataset_type.lower self.normalize_answer utils.exceptions.LayerDefineError exit results.append join.append layer_conf.encoder_name.eval input_type.lower list.items query.size self.Add2DConf.super.verify hidden.size.hidden.view.unsqueeze.size single_type.target_docs.extend logging.debug self.Add3DConf.super.verify self.layer_conf.hidden_dim.string1.size.string1_key.view.transpose.contiguous metric.find ConstantStaticItems.add_item hidden.energies.bmm.transpose CNNCharEmbedding nltk.corpus.stopwords.words next_hidden.torch.cat.view torch.Tensor h.view.size self.DropoutConf.super.__init__ self.SLUDecoderConf.super.__init__ self.InteractionConf.super.verify back_points.torch.cat.view self._check_bpe_encoder self.MatrixMultiplyConf.super.varify self.BiGRUConf.super.verify shutil.copy LearningMachine.LearningMachine gensim.models.fasttext.FastText.load_fasttext_format utils.common_utils.transform_tensors2params self.CombinationConf.super.inference configurate_data_format self.Pooling1D.super.__init__ self.MatchAttention.super.__init__ self.tokenize utils.common_utils.prepare_dir dict attention.torch.max.F.softmax.unsqueeze self.BiLSTMAttConf.super.__init__ transferer.torch_save last_position.partition_history.torch.gather.view hidden.size.hidden.view.unsqueeze logging.basicConfig self.AttentionConf.super.__init__ branch.problem.input_dicts.id utils.common_utils.dump_to_json batch_size.mask.long.torch.sum.view.long.view multiprocessing.Pool problem.Problem.build_encode_cache self.ConvPoolingConf.super.__init__ i.aligns.unsqueeze x.bmm.size loss_fn.loss_fn logging.Formatter calculate_AUC.main self.add_attr_value_assertion idx_unsort.string_output.index_select.contiguous tuple.extend key_random.i.length_batches.numpy self.language.lower pickle.load input_cluster.layer_conf.conf.eval.verify self.MatchAttentionConf.super.verify self.decoder_conf_cls.inference list.size ChineseTokenizer string2_rep.transpose.string1_rep.bmm.view self.BilinearAttention.super.__init__ key.split NewsGroup.data_combination self.InteractionConf.super.inference read_tsv scores.size block single_input_type.type2cluster.self.input_dicts.id line.strip fin.readline string2.unsqueeze.expand length_batches.keys.list.remove argparse.ArgumentParser string.transpose.transpose input.input_cluster.self.embeddings.float self.add_attr_exist_assertion_for_dev self.MultiHeadAttention.super.__init__ self.cell_doc_count.most_common input.self.input_dicts.cell_num self.LayerNormConf.super.verify self.input_word_dict.cell_num utils.corpus_utils.get_batches item.load_data metrics.Evaluator.Evaluator self.char_cnn.append AttributeError self.conf.answer_column_name.i.target_batches.numpy sklearn.metrics.precision_score tag_size.batch_size.partition.contiguous.view.expand input.contiguous.view.view target.values alphas.bmm.matmul batch_size.idx.mask.view.expand self.BiAttFlow.super.__init__ args.size.torch.zeros.to string2_mask.to.to nltk.tokenize.util.align_tokens logits_softmax.data.max self.CombinationConf.super.__init__ list log_sum_exp.masked_select tag_size.crf_layer_conf.STOP_TAG.crf_layer_conf.target_dict.transitions.contiguous.view.expand encoder_outputs.contiguous torch.from_numpy X.size self.loss_input.append ord self._calculate_forward h.view.view json.loads write_file y.size new_labels.append self.BiAttFlowConf.super.__init__ self.BiQRNN.super.__init__ self.add_dependency self.SLUEncoderConf.super.inference idx_sort.sort single_mrc_metric.lower outputs.append attn_energies.squeeze.masked_fill torch.tensor self.EncoderDecoder.super.__init__ utils.corpus_utils.load_embedding.keys get_block_path self.problem.output_dict.id content.b.torch.bmm.squeeze problem.output_dict.cell_num all_costs.append numpy.sqrt self.model.layers.get_parameters ftfy.fix_text torch.tanh torch.nn.functional.dropout loss_fn.item real_context.torch.cat.view functools.wraps self.ElementWisedMultiply2DConf.super.__init__ word_dict.iteritems self.Expand_plusConf.super.__init__ self.char_embeddings loss_fn input_cluster.conf.input_types.items fout.write self.SLUDecoderConf.super.verify self.BiLSTMConf.super.verify numpy.mean open.close branch.dest_dict.extend self.MLPConf.super.inference get_layer self.PoolingConf.super.__init__ alphas.bmm.transpose line.strip.split logits_softmax.detach.max self.ConvConf.super.verify self.Conf.load_data decode.append decode_idx.transpose.cuda get_block_path.split self.c_attn.split collections.defaultdict utils.common_utils.dump_to_pkl self.Loss.super.__init__ illegal_metrics.append string2.size self.Concat2DConf.super.__init__ logits_softmax.data.max.cpu.numpy self.BiQRNNConf.super.inference self.linear_in torch.pow diff_field.startswith features.append collections.Counter self.LayerNormConf.super.inference device.float.c_len.c_len.torch.ones.to.tril.unsqueeze.expand torch.nn.functional.softmax.view core.EnglishTokenizer.EnglishTokenizer single_input_type.type2cluster.self.input_dicts.lookup os.path.abspath fout.writelines max self.Minus2DConf.super.verify input.lower self.dropout_layer string1_HoW.contiguous.view queue.Queue.empty self.output_dict.update torch.nn.Sequential self.Concat3DConf.super.verify string_len_out.to.to range.tolist torch.cuda.is_available hashlib.md5.hexdigest string_len.torch.FloatTensor.unsqueeze calcMetrics sklearn.metrics.accuracy_score x.bmm layer_conf.layernorm2_name.eval mask.long emb.to.to self.LinearAttentionConf.super.verify_before_inference p.numel self.LinearAttention.super.__init__ x.f.split open multiprocessing.Pool.apply_async name.self.getattr.load_cell_dict utils.common_utils.log_set string_out.transpose.contiguous join.split self.HighwayLinear.super.__init__ self._merge_target utils.corpus_utils.get_seq_mask self.BiGRULastConf.super.verify_before_inference self.output_dim.pop self.activation.bmm chunkTag.split back_points.transpose.contiguous.append self.register_buffer alpha_flat.view.bmm scores.data.masked_fill_ v.size string1.size cls.__dict__.keys batch_char_pad.append string.permute.contiguous.permute parse_args utils.common_utils.load_from_json self.attention_dropout query.unsqueeze.expand input_params.append self.mlp_conf_cls.verify masks.cuda.append self.tokenizer.tokenize self.FullAttentionConf.super.__init__ self.Pooling1DConf.super.verify self.AttentionConf.super.inference line.rstrip.split self.layer_conf.hidden_dim.string2.size.string2_key.view.transpose.contiguous.view alphas.bmm.index_select self.BiGRU.super.__init__ self.Conv2DConf.super.verify_before_inference self.build_training_multi_processor self.FullAttentionConf.super.verify_before_inference sorted tag_seq.cpu queue.Queue self.LSTMCharEmbedding.super.__init__ self.Pooling1DConf.super.__init__ self.bpe self.BiGRULastConf.super.inference torch.sqrt self.output_dim.insert torch.nn.utils.clip_grad_norm_ test_data_path.endswith args.size y.transpose torch.nn.utils.rnn.pad_packed_sequence batch_size.length_mask.view.expand log_sum_exp self.EmbeddingConf.super.inference BIOES2BIO conf.emb_pkl_path.startswith input.contiguous.view.dim self.Add3DConf.super.__init__ ValueError subprocess.check_call self.BilinearAttentionConf.super.inference self.BaseLayer.super.__init__ self.EncoderDecoderConf.super.verify self.GRU.flatten_parameters logging.StreamHandler string.shape.string.shape.torch.ones.to configurate_model_input input.data.type torch.stack self.ConvConf.super.inference tag_size.ins_num.feats.transpose.contiguous.view.expand.size self.LinearAttentionConf.super.inference self.FlattenConf.super.inference back_points.transpose.contiguous torch.nn.BatchNorm2d string.transpose.contiguous self.input_dicts.update merge.split mask.long.byte string2_mask.data.byte self.CNNCharEmbeddingConf.super.__init__ super web.template.render.model_visualizer EMBED_LAYER_ID.self.layers hashlib.md5 random.sample path.startswith web.form.Textarea sklearn.metrics.auc ls self.Pooling2D.super.__init__ torch.nn.functional.conv2d self.ElementWisedMultiply2DConf.super.verify int encoder_outputs.transpose self.MLPConf.super.verify hashlib.md5.update self.conv.cuda self.CalculateDistanceConf.super.inference new_tags.transpose.contiguous.view self._attn self.device.string.shape.string.shape.torch.ones.to.torch.tril.view self.layer_conf.activation.eval self.CRFConf.super.inference math.ceil fin.readline.rstrip.rstrip torch.sigmoid.size self.CalculateDistanceConf.super.verify attention.view.view loss.mean self.SLUDecoder.super.__init__ evaluate layer layer_arch.input.inputs.input.count list.detach text.lower hasattr string_len.unsqueeze.unsqueeze self.layernorm2_conf_cls.verify self.gelu diff_metric.find self.layer_conf.dropout.nn.Dropout string2_aug.contiguous.view.contiguous mask.long.byte.long self.get_supported_metrics.append nltk.download self.layer_conf.hidden_dim.string1.size.string1_key.view.transpose BPEEncoder.bpe output_labels_list.append self.DropoutConf.super.inference bpe_path.open.read.split self.BilinearAttentionConf.super.verify main urllib.request.urlretrieve nltk.tag.perceptron.PerceptronTagger string.string_len.expand_as.float data_batches.append self.declare name.self.__recorder.append numpy.random.uniform alphas.view.float i.line_split.lower string_conv.size.string_conv.F.max_pool1d.squeeze.view string.float splitTag torch.nn.functional.cosine_similarity logits_softmax.detach.max.cpu.numpy text_lines.join.replace.replace decoded.transpose.unsqueeze self.mthd single_pred.self.normalize_answer.split single_cnn self.MultiHeadAttentionConf.super.__init__ torch.nn.functional.softmax.unsqueeze self.Conf.load_data.load_from_file p1.ls.unsqueeze nltk.word_tokenize f_r.readlines.strip tg_energy.masked_select.sum self.activation.cuda p1.size value.squeeze torch.nn.LSTM self.activation.permute mv_form self.CNNCharEmbedding.super.__init__ self.Conf.load_data.configurate_loss func self.BiLSTMConf.super.inference crf_layer_conf.STOP_TAG.crf_layer_conf.target_dict.transitions.contiguous.view alpha.unsqueeze.unsqueeze torch.save diff_field.find self.optimizer.keys utils.philly_utils.open_and_move string_input.single_cnn.squeeze input.cpu input_type.branch.dest_dict.extend pointer.detach.view numpy.random.random fin.read endOfChunk self.Match.super.__init__ LearningMachine.LearningMachine.load_model self.model.train torch.cat.squeeze nltk.data.path.append args.permute self.Combination.super.__init__ single_conf.lower optimizer.step self.Add2D.super.__init__ logits_softmax.detach.max.cpu tag_list.append alpha.unsqueeze.bmm self.Dropout.super.__init__ torch.squeeze layer_conf.input_dims.i.layer_conf.window_sizes.layer_conf.input_channel_num.layer_conf.output_channel_num.torch.randn.float problem.Problem.export_problem padding_mask.torch.from_numpy.byte self.conf.load_encoding_cache_generator core.LRScheduler.LRScheduler ForgetMult char_hidden.transpose self.bpe_ranks.get emb.index_select.index_select self.tensor_reverse configurate_data_path self.activation.view layer_conf.attention_name.eval self.get_no_inst register self.add_layer x.size string2_HoW.size m_size.idx.view.vec.torch.gather.view.view single_input_type.branch.data.append self.check_size move_from_local_to_hdfs core.EnglishTextPreprocessor.EnglishTextPreprocessor next_hidden.torch.cat.view.size self.SLUEncoderConf.super.verify set convert_to_hdfspath self.BiGRULastConf.super.verify curr_mrc_metric.append slot_tagging_metrics.get_ner_BIOES string_output.index_select.index_select torch.gather.detach cur_bp.masked_fill_ self.linear2 scores.view.view CNNCharEmbeddingConf key_random.length_batches.numpy self.ConvConf.super.__init__ i.line_split.strip utils.common_utils.get_layer_class judge_dict output_file.write core.StreamingRecorder.StreamingRecorder.get self.c_attn.view self.CalculateDistanceConf.super.__init__ nltk.tag._pos_tag sys.exit input.contiguous.view.transpose self.LinearAttentionConf.super.__init__ Loss string2_rep.transpose.string1_rep.bmm.view.view input.input_cluster.self.char_embeddings.float utils.BPEEncoder.BPEEncoder.bpe tqdm.tqdm self.layer_conf.pool_axis.string_out.torch.sum.squeeze idx.item torch.nn.LogSoftmax batch_size.seq_len.partition_history.torch.cat.view.transpose.contiguous.append self.encode_data_multi_processor self.id zipfile.ZipFile layer_name.eval.inference seq_len.cpu.numpy string_len.unsqueeze.to layer_id.self.layers new_tags.batch_size.seq_len.scores.view.torch.gather.view kwargs.get hidden_init.to.to lm.model.layers.get_parameters self.FullAttention.super.__init__ mask_idx.contiguous.view.contiguous self.Concat2DConf.super.inference join.rstrip logits.squeeze.detach torch.nn.Conv2d single_true.self.normalize_answer.split columns_to_target.keys Evaluator self.BiGRUConf.super.__init__ model.parameters line.split.rstrip target_batches.append torch.nn.Embedding model.layers.get_parameters char_emb_layer web.form.Button energies.view.bmm self.embedding.weight.data.uniform_ os.getcwd NameError name.startswith logits_softmax.data.max.cpu self.predict_fields_post_check.add self.get_with_inst self.ForgetMult.super.__init__ content.size self.model.layers.embedding.embeddings.values attention_weight.unsqueeze.expand_as cut_and_padding u.string.pow idx.mask.view self.ConvPoolingConf.super.verify_before_inference object_inputs.keys self.conf.pos_label.logits_softmax.cpu.data.numpy self.BiLSTMLast.super.__init__ torch.nn.AvgPool1d string2_len.cpu.numpy self.LayerNorm.super.__init__ fin.extractall self.EncoderDecoderConf.super.__init__ utils.common_utils.load_from_pkl input.contiguous.view.contiguous LearningMachine.LearningMachine.interactive problem.output_target_num self.c_attn.size torch.load self.ElementWisedMultiply3D.super.__init__ Digraph.node self.MatchConf.super.verify self.Minus2DConf.super.inference self.conf.pos_label.logits_softmax.cpu self.alpha.gather tag_size.ins_num.feats.transpose.contiguous.view.expand utils.ProcessorsScheduler.ProcessorsScheduler.run_data_parallel mv.json2graph input_type.self.input_dicts.build sorted.append torch.addcmul self.Seq2SeqAttentionConf.super.inference y_mask.torch.from_numpy.byte.to i.string_mask.data.tolist.count self.AttentionConf.super.verify self.Conf.load_data.configurate_inputs torch.nn.MaxPool1d Loss.cuda mask.transpose.contiguous string_len_out.to.expand_as self._get_save_encode_generator self.Expand_plus.super.__init__ Cache.save problem.problem_type.ProblemTypes.str.split.upper Digraph line.rstrip.rstrip sample.rstrip.split self.lstm.flatten_parameters reverse_style self.Seq2SeqAttentionConf.super.__init__ torch.LongTensor self.layernorm1_conf_cls.verify i.label_list.upper.replace self.MultiHeadAttentionConf.super.inference join new_tags.transpose.contiguous.view.transpose torch.FloatTensor self.BiGRULastConf.super.__init__ self._verify_conf self.layer_conf.hidden_dim.string1.size.string1_key.view.transpose.contiguous.view self.GRU self.Conv2D.super.__init__ self.SLUDecoderConf.super.inference self.auc torch.sigmoid.new_empty base_filter x.permute.contiguous numpy.zeros Y.view.chunk self.Add2DConf.super.__init__ self.layer_conf.START_TAG.self.layer_conf.target_dict.inivalues.clone.view.contiguous self._renew_cache torch.cat.view self.model single_input_type.lower input_cluster.layer_conf.conf.eval self.Embedding.super.__init__ alphas.view.view LSTMCharEmbedding torch.bmm LearningMachine.LearningMachine.train hidden.size.hidden.view.unsqueeze.view zip_ref.extractall device.float.c_len.c_len.torch.ones.to.tril torch.exp self.verify_before_inference torch.ones self.Model.super.__init__ torch.nn.DataParallel self.BiQRNNConf.super.__init__ self.BiLSTMLastConf.super.inference layer_conf.layernorm1_name.eval F.size.F.new_empty.bernoulli_ self.activation.size self.cell_doc_count.update list.squeeze text.translate.translate self.parameters ModelConf.ModelConf.back_up re.sub self.char_lstm self.Seq2SeqAttentionConf.super.verify last_position.partition_history.torch.gather.view.expand utils.exceptions.LayerConfigUndefinedError argparse.ArgumentParser.parse_args Evaluator.get_supported_metrics eval self.model.module.layers.embedding.embeddings.values json2graph decoded.transpose.transpose self.Concat3DConf.super.inference utils.corpus_utils.load_embedding self.QRNN.super.__init__ torch.mul loss_fn.backward self.BiGRULast.super.__init__ utils.exceptions.PreprocessError self.Conv2DConf.super.verify metric_to_chk.split self.format_result utils.philly_utils.move_from_local_to_hdfs single_word.lower self.Conf.load_data.raise_configuration_error conf.conf.get query2content_att.unsqueeze.expand y_mask.unsqueeze.expand.unsqueeze p2.ls.unsqueeze maketrans idx.self.batch_norms os.path.isabs self.layer_conf.hidden_dim.string2.size.string2_key.view.transpose labels_list.append layer_id.self.layer_dependencies.remove pad_zero.cuda.cuda self.Conf.load_data.configurate_architecture re.findall self.output_dict.id self.slot_out utils.philly_utils.convert_to_hdfspath IOError string.shape.string.shape.masks.torch.stack.view.byte self.output_layer_id.append string.view.size self.tokenizer.span_tokenize sklearn.metrics.f1_score m_size.idx.view.vec.torch.gather.view logging.getLogger chr LearningMachine.LearningMachine.predict logging.info result.view.view remove_punc self.activation torch.is_tensor string2_mask.torch.from_numpy.unsqueeze.unsqueeze string2_aug.contiguous.view self.cov_dropout multiprocessing.Pool.join layer_id.self.layer_dependencies.add self.output_dict.cell self.ElementWisedMultiply3DConf.super.verify string_len.sort multiprocessing.Pool.close file_path.len.new_block_path.split add_item_loading_func idx.labels.split predict_output_path.startswith self.QRNNLayer.super.__init__ nb_version.split core.CellDict.CellDict input_string.index self.output_dict.cell_num self.Attention.super.__init__ seq_len.cpu.numpy.cpu lower line.rstrip.split.split masks.to.to self.ConvConf.super.verify_before_inference self.encoder_conf_cls.inference curr_target.target_docs.append self.activation.transpose y_len.cpu self.encoder_conf_cls.verify_before_inference torch.nn.ParameterList self.qrnn problem.Problem.get_vocab_sizes new_tags.transpose.contiguous collections.OrderedDict self.att.string_output.matmul.bmm label_list.append char_embs_lookup.view.view self.FocalLoss.super.__init__ self.Flatten.super.__init__ string_len.cpu.data.numpy self.Seq2SeqAttention.super.__init__ final_partition.sum string2_mask.torch.from_numpy.unsqueeze input_cluster.self.embeddings self.ElementWisedMultiply2D.super.__init__ f.replace.replace self.TransformerConf.super.__init__ self.Pooling.super.__init__ torch.nn.Softmax self.LSTMCharEmbeddingConf.super.__init__ self.MatrixMultiplyConf.super.inference self.pool batch_size.pointer.contiguous.view.expand content_aug.contiguous.view queue.Queue.put param_list.append numpy.linspace back_points.transpose.contiguous.transpose self.evaluator.evaluate m.group.pop self.BiLSTMAtt.super.__init__ i.string_mask.data.tolist utils.philly_utils.convert_to_tmppath torch.log x2.transpose configurate_logger input.cpu.input_cluster.self.embeddings.float device.float.c_len.c_len.torch.ones.to.tril.unsqueeze query_aug.contiguous.view self.attn os.mkdir self.problem.output_target_num LSTMCharEmbeddingConf torch.device bpe_tokens.extend string2_HoW.contiguous.view corpora_perm.append Digraph.edge logging.StreamHandler.setLevel string.contiguous torch.max web.input self.softmax.bmm self.decoder self.Concat3D.super.__init__ self._get_training_data_generator torch.long.label_specified_idx.torch.tensor.logits_softmax.cpu.torch.index_select.squeeze codecs.open utils.ProcessorsScheduler.ProcessorsScheduler layer_conf.activation.eval join.index curr_target.lengths.append EnglishTokenizer.span_tokenize i.col_index_types.split i.target_batches.values self._check_encoding i.data_batches.keys query2content_att.unsqueeze.expand.unsqueeze torch.ByteTensor metric.split self.embedding i.col_index_types.docs.append self.layer_conf.attn_dropout.nn.Dropout self.linear.unsqueeze p1.data.masked_fill_ mode.lower self.Attention.transpose filter gold_matrix.set.intersection white_space_fix self.MatrixMultiply.super.__init__ numpy.random.permutation input utils.BPEEncoder.BPEEncoder self.MultiHeadAttentionConf.super.verify torch.abs tg_energy.masked_select.masked_select self.max_lengths.values content_aug.contiguous.view.contiguous self.model.cuda self.SLUEncoderConf.super.verify_before_inference self.layer_conf.hidden_dim.string1.size.string1_key.view.transpose.contiguous.view.bmm problem.problem_type.ProblemTypes.str.split self.batch_norm.cuda dict.append logpt.view.gather numpy.max self.MatchConf.super.__init__ name.self.__recorder.extend layer.reset self.Expand_plusConf.super.inference self.LinearConf.super.verify_before_inference crf_layer_conf.STOP_TAG.crf_layer_conf.target_dict.transitions.contiguous os.makedirs os.path.isdir self._merge_encode_lengths mask.long.torch.sum.view self._check_dictionary logpt.data.exp model.module.layers.get_parameters math.sqrt startOfChunk string2_HoW.contiguous string_out.torch.squeeze.permute torch.randn self.c_attn.permute argparse.ArgumentParser.add_argument self.batch_norms.append utils.common_utils.transfer_to_gpu target.data.view string_reshaped.self.char_embeddings.float self.Minus2DConf.super.__init__ float self.BiAttFlowConf.super.inference diff_field.split pickle.dump encoder_outputs.contiguous.view tarfile.open char_hidden.transpose.contiguous self.get_topological_sequence single_layer.items range self.layer_conf.hidden_dim.string2.size.string2_key.view.transpose.contiguous.view.transpose get_pairs.add StreamingRecorder.record self.multi_loss_op.lower self.add_attr_exist_assertion_for_user self.add_attr_type_assertion dir self.add_attr_range_assertion float.c_len.c_len.torch.ones.to self.attention_conf_cls.inference next_hidden.torch.cat.view.append self.LinearConf.super.verify self.lstm result.append self.Conf.load_data.configurate_outputs padding_mask.torch.from_numpy.byte.to mask_idx.contiguous.view utils.common_utils.transform_params2tensors content.unsqueeze model_save_path.startswith alphas.view.bmm string_out.transpose.contiguous.transpose problem.Problem self.read_process_file len self.decoder_conf_cls.verify re.finditer self.Conf.load_data.check_version_compat feats.transpose.contiguous.view words_list.append x1.view.view self.W self.MatchAttentionConf.super.__init__ fin.readline.rstrip self.layer_conf.pool_axis.string.torch.sum.squeeze self.HighwayLinearConf.super.inference self.Concat3DConf.super.__init__ self.cov_dropout.cuda list.sort optimizer.zero_grad warnings.filterwarnings string_mask.to.to self.model.parameters torch.nn.parameter.Parameter web.template.render web.seeother self.mlp_conf_cls.inference length_batches.keys u.string.pow.mean metric.self.getattr tuple Cache input_type.append torch.cuda.device_count self.encoder self.output_dict.lookup enum.Enum self.filters.append type_key.lower torch.unsqueeze tensor.flip self._viterbi_decode self.TransformerConf.super.verify self.ConvPooling.super.__init__ mask.transpose self.alpha.type_as conf_version.split data_all.append NewsGroup utils.philly_utils.HDFSDirectTransferer masks.cuda.cuda context_init.to.to vars cls.concat_key_desc decoded.transpose.to f_w.write self.ElementWisedMultiply3DConf.super.inference branch.lengths.append logging.warning label.append self.linear settings.LossOperationType.__members__.keys f_r.readlines key.results.append file_path.len.new_block_path.split.pop self.output_dict.build y_mask.torch.from_numpy.byte torch.nn.Dropout torch.nn.functional.log_softmax extra_info_type.data.append metric.startswith decode_idx.transpose.transpose utils.common_utils.md5 numpy.random.randn self.FlattenConf.super.verify self.CombinationConf.super.verify string_len.cpu torch.nn.init.uniform_ numpy.array.append self.Conv.super.__init__ torch.sum tag_size.ins_num.feats.transpose.contiguous.view.expand.transpose conf.predict_file_columns.keys layer_id2.self.layer_dependencies.remove open.readline StreamingRecorder.get curr_target.target.append self.BiAttFlowConf.super.verify input_type.self.input_dicts.cell_num self.input_dicts.cell_id_map.keys input_type.self.input_dicts.update sklearn.model_selection.train_test_split list.view open_and_move shutil.move prediction.append LearningMachine.LearningMachine.test self.get_data_generator_from_file self.layer_conf.START_TAG.self.layer_conf.target_dict.inivalues.clone.view.masked_scatter_ self.Minus3DConf.super.inference self.Interaction.super.__init__ self.Concat2DConf.super.verify self.layers.keys self.Minus3DConf.super.__init__ self.SLUEncoderConf.super.__init__ utils.exceptions.ConfigurationError lm.model.module.layers.get_parameters batch_with_pad.append file.read input_cluster.layer_conf.conf.eval.inference f.readline self.MatchAttentionConf.super.inference jieba.setLogLevel temp_word_length.append string.size text_lines.join.replace self.output_dict.decode m_size.idx.view.vec.torch.gather.view.expand_as y.x.torch.abs.max problem.Problem.build problem.output_dict.id core.StreamingRecorder.StreamingRecorder.record_one_row self.TransformerConf.super.inference calculate_AUC callable string_len_out.to.unsqueeze self.Add2DConf.super.inference topological_list.append partition_history.torch.cat.view torch.nn.Conv1d masks.to.append zip init_transitions.cuda.cuda string2_len.cpu self.model.eval console_level.upper torch.nn.Softmax.unsqueeze self.c_attn setattr batch_size.seq_len.partition_history.torch.cat.view.transpose remove_articles self.CalculateDistance.super.__init__ gensim.models.keyedvectors.KeyedVectors.load_word2vec_format ChineseTokenizer.tokenize p2.data.masked_fill_ kwargs.lower results.items cpu_element.to illegal_fields.append self.MatchConf.super.inference temp_logits_flat.detach.cpu real_context.append self.DropoutConf.super.verify temp_word_char.append web.form.Form self.Minus3D.super.__init__ field.startswith self.record self.BiQRNNConf.super.verify length_batches.append input.contiguous.view.size self.LinearConf.super.__init__ bpe_path.open.read QRNN string_output.transpose.contiguous dict.values tuple.append torch.nn.functional.softmax self.default self.Add3D.super.__init__ self.problem.encode self.transitions.view y_len.cpu.numpy collections.Counter.values input_cluster.lower test_path.endswith self.problem.decode getattr layer_name.eval.verify_former_block branch.lengths.pop torch.cuda.empty_cache numpy.array.values fin.write self.Conv2DConf.super.inference numpy.sum batch_size.seq_len.partition_history.torch.cat.view.transpose.contiguous BPEEncoder input_cluster.layer_arch.get self.problem.get_encode_generator self.Conf.load_data.configurate_training_params torch.add x2.transpose.contiguous sub_emb.self.embeddings.parameters string_aug.contiguous.view.contiguous problem.Problem.load_problem rest_layers.append filepath.replace.replace id web.application.run codecs.open.write cell.format.encode attn_energies.squeeze.masked_fill.squeeze list.values self.FlattenConf.super.__init__ self.input_types.keys self.layer_conf.START_TAG.self.layer_conf.target_dict.inivalues.clone loss.sum self.ElementWisedMultiply3DConf.super.__init__ torch.nn.functional.dropout.dim self.LinearAttentionConf.super.verify sklearn.metrics.mean_squared_error self.Pooling2DConf.super.verify confidence_specified.data.numpy torch.nn.functional.max_pool1d self.BiLSTMLastConf.super.__init__ string_conv.size.string_conv.F.max_pool1d.squeeze m.group self.BiLSTMConf.super.__init__ Exception tempfile.gettempdir self.Attention energies.view.view self.layernorm1_conf_cls.inference pathname_list.append self.LayerNormConf.super.__init__ string2_mask.torch.from_numpy.unsqueeze.unsqueeze.expand_as get_vocab_info copy.deepcopy logging.getLogger.addHandler f.write string.unsqueeze.expand list.remove sklearn.metrics.recall_score string.transpose self.Conf.load_data.configurate_cache torch.nn.ModuleList self.postag sklearn.metrics.roc_auc_score mask.long.byte.transpose type_branch.branch.dest_dict.extend single_loss.eval random.choice StreamingRecorder self.Minus2D.super.__init__ back_points.transpose.contiguous.scatter_ string.index_select.index_select self.char_lstm.cuda self.attention_conf_cls.verify torch.gather.sum next os.path.join vec.split self.BiGRUConf.super.inference
@developer
Could please help me check this issue?
May I pull a request to fix it?
Thank you very much.
Metadata
Assignees
Labels
No labels
Activity