深度学习资源大列表：关于深度学习你需要了解的一切

Github近期有个新的深度学习资源列表比较火热---deep-learning-ocean ： All You Need to Know About Deep Learning - A kick-starter ，该项目包含深度学习相关的论文、数据集、课程、书籍、博客和其他学习资料，每个大类别下又分有小类，例如在数据集下，又包括文本分类、问答系统、情感分析、机器翻译、自动摘要、人脸（识别）相关的数据，感兴趣的同学可以关注。以下节选自该项目目录，项目地址，点击文末"阅读全文"可直达：

https://github.com/osforscience/deep-learning-ocean

Deep Learning - All You Need to Know

Table of Contents

• Introduction

• What's the point of this open source project?

• Motivation

• Papers

• Image Recognition

• Object Recognition

• Action Recognition

• Caption Generation

• Natural Language Processing

• Speech Technology

• Optimization

• Representation Learning

• Understanding and Transfer Learning

• Reinforcement Learning

• Convolutional Networks

• Recurrent Networks

• Autoencoders

• Generative Models

• Probabilistic Models

• Models

• Core

• Applications

• Datasets

• General

• Text classification

• Question Answering

• Sentiment Analysis

• Machine Translation

• Summarization

• General

• Face

• Object Recognition

• Action recognition

• Image

• Text and Natural Language Processing

• Speech Technology

• Courses

• Books

• Blogs

• Tutorials

• Frameworks

• Contributing

• Pull Request Process

• Final Note