wuntoguo

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert

TensorFlow code and pre-trained models for BERT

deep-voice-conversion

Deep neural networks for voice conversion (voice style transfer) in Tensorflow

deeplearning

深度学习相关的模型训练、评估和预测相关代码

deeplearningbook-chinese

Deep Learning Book Chinese Translation

DQN-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

ecosystem

Integration of TensorFlow with other open-source frameworks

faiss

A library for efficient similarity search and clustering of dense vectors.

GA3C

Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

kcws

Deep Learning Chinese Word Segment

leetcode

LeetCode题解，151道题完整版

LightGBM

LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

models

Models built with TensorFlow

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

Texygen

A text generation benchmarking platform

tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

trpo

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

UnsupervisedMT

Phrase-Based & Neural Unsupervised Machine Translation

vim

vim配置文件和插件

wuntoguo.github.io