DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ: NLP with Deep Learning)
This is not for Pytorch beginners. If it is your first time to use Pytorch, I recommend these awesome tutorials.
If you're interested in DeepNLP, I strongly recommend you to work with this awesome lecture.
This material is not perfect but will help your study and research:) Please feel free to pull requests!!
Contents
Requirements
Python 3.5
Pytorch 0.2+
nltk 3.2.2
gensim 2.2.0
sklearn_crfsuite
Getting started
git clone https://github.com/DSKSD/cs-224n-Pytorch.git
prepare dataset
cd script
chmod u+x prepare_dataset.sh
./prepare_dataset.sh
docker env
ubuntu 16.04 python 3.5.2 with various of ML/DL packages including tensorflow, sklearn, pytorch
docker pull dsksd/deepstudy:0.2
pip3 install docker-compose
cd script
docker-compose up -d
cloud setting
not yet
References
Author
Sungdong Kim / @DSKSD