fengzhangyin

Zhangyin Feng's repositories

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

MIT100

awesome-rl

Reinforcement learning resources curated

020

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In pytorch Learing Neural Networks likes CNN、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

Language:PythonApache-2.0010

CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code.

Language:Jupyter NotebookMIT000

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language:PythonMIT020

GAN-Tutorial

Very Simple Implementation of GAN, DCGAN, CGAN, WGAN, infoGAN and etc. with pyTorch for only MNIST.

Language:Jupyter Notebook010

Mem2Seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

Language:PythonMIT020

mosesdecoder

Moses, the machine translation system

Language:RoffLGPL-2.1000

nematus

Open-Source Neural Machine Translation in Theano

Language:PythonBSD-3-Clause020

nl2bash

Generating bash commands based on natural language - baseline model and dataset release from the NL2Bash paper https://arxiv.org/abs/1802.08979

Language:NewLispGPL-3.0020

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

Language:Jupyter NotebookMIT020

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

Language:PythonMIT020