Renamed models:

When a.json is renamed to b.json, original b.json is removed.

• squad_ru_torch_bert -> squad_ru_bert
• ner_rus_bert_torch -> ner_rus_bert
• insults_kaggle_bert_torch -> insults_kaggle_bert

TensorFlow replaced by PyTorch

• squad_ru_bert_infer

Removed models:

asr

• asr.json
• tts.json
• asr_tts.json

elmo

• rusentiment_elmo_twitter_cnn
• elmo_en_1billion
• elmo_ru_news
• elmo_ru_twitter
• elmo_ru_wiki

classifiers

• insults_kaggle
• insults_kaggle_conv_bert
• intents_dstc2
• intents_dstc2_bert
• intents_dstc2_big
• intents_sample_csv
• intents_sample_json
• intents_snips
• intents_snips_big
• intents_snips_sklearn
• intents_snips_tfidf_weighted
• relation_prediction_rus
• ru_obscenity_classifier
• rusentiment_bigru_superconv
• rusentiment_cnn
• sentiment_imdb_bert
• sentiment_imdb_conv_bert
• sentiment_sst_multi_bert
• sentiment_twitter_bert_emb
• sentiment_twitter_preproc
• sentiment_yelp_conv_bert
• sentiment_yelp_multi_bert
• sst_torch_swcnn
• topic_ag_news
• yahoo_convers_vs_info
• yahoo_convers_vs_info_bert

doc_retrieval

• en_ranker_tfidf_enwiki20161221

go_bot

• database_dstc2
• gobot_dstc2
• gobot_dstc2_best
• gobot_dstc2_best_json_nlg
• gobot_simple_dstc2

morpho_tagger

• morpho_ar
• morpho_cs
• morpho_de
• morpho_en
• morpho_es_ancora
• morpho_fr
• morpho_hi
• morpho_hu
• morpho_it
• morpho_ru_syntagrus
• morpho_ru_syntagrus_pymorphy
• morpho_ru_syntagrus_pymorphy_lemmatize
• morpho_tr

ner

• ner_conll2003_pos
• ner_dstc2
• ner_few_shot_ru
• ner_few_shot_ru_simulate
• ner_kb_rus
• ner_lcquad_bert_probas
• ner_ontonotes_m1
• slotfill_dstc2
• slotfill_dstc2_raw
• slotfill_simple_dstc2_raw
• slotfill_simple_rasa_raw
• vlsp2016_full

odqa

• en_odqa_infer_enwiki20161221

ranking

• paraphrase_ident_paraphraser
• paraphrase_ident_paraphraser_interact
• ranking_ubuntu_v2_mt
• ranking_ubuntu_v2_mt_interact

spelling_correction

• brillmoore_kartaslov_ru
• brillmoore_kartaslov_ru_custom_vocab
• brillmoore_kartaslov_ru_nolm

squad

• squad_bert_uncased
• squad_zh_bert_mult
• squad_zh_bert_zh

Removed components:

• ner_few_shot_iterator
• ru_obscenity_classifier
• snips_intents_iterator
• snips_ner_iterator
• snips_reader
• mpm_nn
• bilstm_gru_nn
• morpho_tagger
• siamese_predictor
• elmo_embedder
• ner_bio_converter
• ner_svm
• jieba_tokenizer
• base64_decode_bytesIO
• bytesIO_encode_base64
• nemo_asr
• nemo_tts

Other features:

• Python 3.8 and 3.9 support for non-tensorflow-based models
• Upload DeepPavlov BERT models with MLM & NSP heads parameters
• removed examples directory
• minor fixes and improvements