This repository includes basics and advanced examples for deep learning by using Pytorch.
Basics which are basic nns like Logistic, CNN, RNN, LSTM are implemented with few lines of code, advanced examples are implemented by complex model.
It is better finish Official Pytorch Tutorial before this.

Get tutorial series in Blog if know Chinese

• Cbow
• N-Gram
• CNN Text classfication
• LSTM Text classfication

• AlphaGo-Zero
• Image-Cap
• Reinforced Translate
• Toy

• 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

• yolo-v3
• DenseNet
• Neural Style
• DC Gan
• Facial Beauty Prediction

• Customize

• Voice Conversion

$ git clone git@github.com:ne7ermore/torch-light.git

$ 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

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}}
}

Feel free to contact me if there is any question (Tao liaoyuanhuo1987@gmail.com). Tao Ne7ermore/ @ne7ermore

• Python 3.5
• PyTorch 0.2.0
• Numpy 1.13.1