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A GATE plugin that provides many different machine learning algorithms for a wide range of NLP-related machine learning tasks like text classification, tagging, or chunking.

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Search.setIndex({docnames:["gatelfdata","gatelfdata.dataset","gatelfdata.featureboolean","gatelfdata.featurengram","gatelfdata.featurenominalembs","gatelfdata.featurenumeric","gatelfdata.features","gatelfdata.filterembsby","gatelfdata.target","gatelfdata.targetnominal","gatelfdata.vocab","gatelfdata.vocabs","index"],envversion:53,filenames:["gatelfdata.rst","gatelfdata.dataset.rst","gatelfdata.featureboolean.rst","gatelfdata.featurengram.rst","gatelfdata.featurenominalembs.rst","gatelfdata.featurenumeric.rst","gatelfdata.features.rst","gatelfdata.filterembsby.rst","gatelfdata.target.rst","gatelfdata.targetnominal.rst","gatelfdata.vocab.rst","gatelfdata.vocabs.rst","index.rst"],objects:{"":{gatelfdata:[0,0,0,"-"]},"gatelfdata.dataset":{Dataset:[1,1,1,""]},"gatelfdata.dataset.Dataset":{batches_converted:[1,2,1,""],batches_original:[1,2,1,""],convert_dep:[1,2,1,""],convert_indep:[1,2,1,""],convert_instance:[1,2,1,""],convert_to_file:[1,2,1,""],data4meta:[1,3,1,""],feature_types_converted:[1,2,1,""],feature_types_original:[1,2,1,""],get_float_feature_idxs:[1,2,1,""],get_float_features:[1,2,1,""],get_index_feature_idxs:[1,2,1,""],get_index_features:[1,2,1,""],get_indexlist_feature_idxs:[1,2,1,""],get_indexlist_features:[1,2,1,""],get_info:[1,2,1,""],instances_as_string:[1,2,1,""],instances_converted:[1,2,1,""],instances_original:[1,2,1,""],load_meta:[1,3,1,""],modified4meta:[1,2,1,""],pad_list_:[1,3,1,""],pad_matrix_:[1,3,1,""],reshape_batch:[1,2,1,""],reshape_batch_helper:[1,3,1,""],split:[1,2,1,""],validation_set_converted:[1,2,1,""],validation_set_orig:[1,2,1,""]},"gatelfdata.featureboolean":{FeatureBoolean:[2,1,1,""]},"gatelfdata.featureboolean.FeatureBoolean":{bool2float:[2,3,1,""],type_converted:[2,2,1,""],type_original:[2,2,1,""]},"gatelfdata.featurengram":{FeatureNgram:[3,1,1,""]},"gatelfdata.featurengram.FeatureNgram":{type_converted:[3,2,1,""],type_original:[3,2,1,""]},"gatelfdata.featurenominalembs":{FeatureNominalEmbs:[4,1,1,""]},"gatelfdata.featurenominalembs.FeatureNominalEmbs":{type_converted:[4,2,1,""],type_original:[4,2,1,""]},"gatelfdata.featurenumeric":{FeatureNumeric:[5,1,1,""]},"gatelfdata.featurenumeric.FeatureNumeric":{normalize:[5,2,1,""],normalize_meanvar:[5,2,1,""],normalize_minmax:[5,2,1,""],set_normalization:[5,2,1,""],type_converted:[5,2,1,""],type_original:[5,2,1,""]},"gatelfdata.features":{Features:[6,1,1,""]},"gatelfdata.features.Features":{make_feature:[6,2,1,""],pretty_print:[6,2,1,""],size:[6,2,1,""]},"gatelfdata.target":{Target:[8,1,1,""]},"gatelfdata.target.Target":{make:[8,4,1,""]},"gatelfdata.targetnominal":{TargetNominal:[9,1,1,""]},"gatelfdata.targetnominal.TargetNominal":{idx2label:[9,2,1,""],set_as_onehot:[9,2,1,""],zero_onehotvec:[9,2,1,""]},"gatelfdata.vocab":{Vocab:[10,1,1,""]},"gatelfdata.vocab.Vocab":{add_counts:[10,2,1,""],check_finished:[10,2,1,""],check_nonfinished:[10,2,1,""],count:[10,2,1,""],embs4line:[10,2,1,""],finish:[10,2,1,""],get_embeddings:[10,2,1,""],idx2string:[10,2,1,""],load_embeddings:[10,2,1,""],onehot2string:[10,2,1,""],rnd_vec:[10,3,1,""],set_emb_dims:[10,2,1,""],set_emb_file:[10,2,1,""],set_emb_id:[10,2,1,""],set_emb_minfreq:[10,2,1,""],set_max_size:[10,2,1,""],size:[10,2,1,""],string2emb:[10,2,1,""],string2idx:[10,2,1,""],string2onehot:[10,2,1,""],zero_onehotvec:[10,2,1,""],zero_vec:[10,2,1,""]},"gatelfdata.vocabs":{Vocabs:[11,1,1,""]},"gatelfdata.vocabs.Vocabs":{finish:[11,2,1,""],get_vocab:[11,2,1,""],setup_vocab:[11,2,1,""]},gatelfdata:{dataset:[1,0,0,"-"],featureboolean:[2,0,0,"-"],featurengram:[3,0,0,"-"],featurenominalembs:[4,0,0,"-"],featurenumeric:[5,0,0,"-"],features:[6,0,0,"-"],filterembsby:[7,0,0,"-"],target:[8,0,0,"-"],targetnominal:[9,0,0,"-"],vocab:[10,0,0,"-"],vocabs:[11,0,0,"-"]}},objnames:{"0":["py","module","Python 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package","gatelfdata.dataset module","gatelfdata.featureboolean module","gatelfdata.featurengram module","gatelfdata.featurenominalembs module","gatelfdata.featurenumeric module","gatelfdata.features module","gatelfdata.filterembsby module","gatelfdata.target module","gatelfdata.targetnominal module","gatelfdata.vocab module","gatelfdata.vocabs module","GATE LF Python Data (gatelfdata)"],titleterms:{content:0,data:12,dataset:1,featur:6,featureboolean:2,featurengram:3,featurenominalemb:4,featurenumer:5,filterembsbi:7,gate:12,gatelfdata:[0,1,2,3,4,5,6,7,8,9,10,11,12],modul:[0,1,2,3,4,5,6,7,8,9,10,11],packag:0,python:12,submodul:0,target:8,targetnomin:9,vocab:[10,11]}})




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