Awesome
<p align="center"><img width="40%" src="pytorch_logo.png" /></p>This repository includes basics and advanced examples for deep learning by using Pytorch. <br/> Basics which are basic nns like Logistic, CNN, RNN, LSTM are implemented with few lines of code, advanced examples are implemented by complex model. <br/> It is better finish Official Pytorch Tutorial before this.
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Tutorial
Get tutorial series in Blog if know Chinese
Tabel of Pytorch Examples
1. Basics
2. Reinforcement Training
3. NLP
- Poetry VAE-NLG
- Seq2seq
- BiLSTM CRF NER
- LSTM CNNs CRF
- Chinese Poetry NLG
- BiMPM
- Pair Ranking Cnn
- BiLSTM CRF
- Capsule Text classfication
- Retrieval Based Chatbots
- Hierarchical for Summarization and Classification
- Deep SRL
- BERT
- Relation Network
- Information Extraction
- Pointer Network
- coreference
4. Vision
5. Special Things
6. Speech
Getting Started
clone code
$ git clone git@github.com:ne7ermore/torch-light.git
train
$ cd torch-light/project
$ python3 main.py
or
$ cd torch-light/project
$ python3 corpus.py
$ python3 main.py
or
$ cd torch-light/project
$ python3 corpus.py
$ python3 train.py
Citation
If you find this code useful for your research, please cite:
@misc{TaoTorchLight,
author = {Ne7ermore Tao},
title = {torch-light},
publisher = {GitHub},
year = {2020},
howpublished = {\url{https://github.com/ne7ermore/torch-light}}
}
Contact
Feel free to contact me if there is any question (Tao liaoyuanhuo1987@gmail.com). Tao Ne7ermore/ @ne7ermore