sumhncku's repositories
NLP-ML
自然语言处理理论与实战
tensorflow-internals
It is open source ebook about TensorFlow kernel and implementation mechanism.
ML-Tutorial-Experiment
Coding the Machine Learning Tutorial for Learning to Learn
pytorch-ntm
Neural Turing Machines (NTM) - PyTorch Implementation
learning-nlp
nlp in action
Python-Guide-Code
《Python入門指南 V4.00》的所有範例程式碼。
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
gcForest
Python implementation of deep forest method : gcForest
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
wavegan
WaveGAN: using GANs to synthesize raw audio
GAN-Project-2018
My Personal GitHub Project: GAN in Tensorflow to be run via Windows/Linux shell command + Guidelines
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
MultiTurnResponseSelection
This repo contains our ACL paper data and source code
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
DeepLearn
Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.
Topic-RNN
Experiments with my master's work: "Neural network approach to topic modeling" (in progress).
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)
matlab2python
This is a growing tutorial demonstrates some MATLAB examples and their equivalent code in Python
Pytorch
Pytorch Learning
pytorch-seq2seq
pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.
deeplearningbook-chinese
Deep Learning Book Chinese Translation
jupyterhub
Multi-user server for Jupyter notebooks
transformer
A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"
conceptnet5
Code for building ConceptNet from raw data.
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
TextInfoExp
自然语言处理相关实验（基于sougou数据集），包含文本特征提取（TF-IDF），文本分类，文本聚类，word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要，信息抽取，情感分析与观点挖掘等。
DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
deep-photo-styletransfer
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511