Материалы курса Нейронные сети и обработка текста (Stepik)

Репозиторий авторов курса - https://github.com/Samsung-IT-Academy/stepik-dl-nlp

Инструкция по запуску

Python 3.7

Environment settings

conda activate stpk_nlp
conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
pip install spacy-udpipe
conda install keras==2.7.0
conda install tensorflow==2.7.0
conda install scikit-learn==1.0.2
conda install pandas==1.3.5
conda install matplotlib==3.5.1
conda install gensim==3.8.1
conda install traitlets==4.3.3
conda install pyzmq==19.0.2
conda install -c pyconll pyconll==3.1.0
conda install youtokentome==1.0.6
conda install ipymarkup==0.9.0
pip install livelossplot==0.5.3
conda install lxml==4.7.1
conda install -c pytorch torchtext==0.11.2
conda install transformers=3.5

Датасеты

New York Times

https://github.com/nytimes/ingredient-phrase-tagger

Copyright (c) 2016 The New York Times Company Licensed under the Apache License, Version 2.0