https://github.com/natasha/natasha

====== install =========
pip install natasha
wget https://storage.yandexcloud.net/natasha-navec/packs/navec_hudlit_v1_12B_500K_300d_100q.tar
wget https://storage.yandexcloud.net/natasha-navec/packs/navec_news_v1_1B_250K_300d_100q.tar


======= config ========
from natasha import (
    Segmenter,
    MorphVocab,
    
    NewsEmbedding,
    NewsMorphTagger,
    NewsSyntaxParser,
    NewsNERTagger,
    
    PER,
    NamesExtractor,

    Doc
)

segmenter = Segmenter()
morph_vocab = MorphVocab()

emb = NewsEmbedding()
morph_tagger = NewsMorphTagger(emb)
syntax_parser = NewsSyntaxParser(emb)
ner_tagger = NewsNERTagger(emb)

names_extractor = NamesExtractor(morph_vocab)


============= use ==============
text = 'Мама мыла раму'
doc = Doc(text)

doc.segment(segmenter)
doc.parse_syntax(syntax_parser)
doc.sents[0].syntax.print()