Deep Learning

入门

• A Brief Overview of Deep Learning
• A Deep Learning Tutorial: From Perceptrons to Deep Networks
• DeepLearningTutorials
• dive-into-machine-learning : Dive into Machine Learning with Jupyter and scikit-learn
• Deep Learning Tutorial Series for NLP & Prototype ML/NLP Code: Tutorial Series

书籍

• Neural Networks and Deep Learning
• DEEP LEARNING
• The Data Science Handbook
• Deep Learning : An MIT Press book . Ian Goodfellow, Yoshua Bengio and Aaron Courville

代码

• Deep Learning (Python, C/C++, Java, Scala, Go)

框架

• Caffe: a fast open framework for deep learning. http://caffe.berkeleyvision.org/
• Theano
• Mocha.jl:Deep Learning framework for Julia
• convnet:A GPU implementation of Convolutional Neural Nets in C++
• http://deeplearning4j.org/
• 100 Best GitHub: Deep Learning
• TensorFlow

博客

• http://colah.github.io/
• http://blog.csdn.net/abcjennifer
• http://blog.csdn.net/zouxy09
• i am trask : A Machine Learning Craftsmanship Blog
  • A Neural Network in 11 lines of Python (Part 1)

大牛主页

• Alex Krizhevsky : the founder of Convolutional neural networks
• Geoffrey Hinton:Students
• Yoshua Bengio:Students
• Yann LeCun
• Andrew Ng
• Toronto Deep Learning

课程

• MACHINE LEARNING CLASS

数据

• Open Data Inception : Open Data Inception - 1600+ Open Data Portals Around the World

CV

• Computer Vision: Algorithms and Applications

应用

• Deep Learning Gallery: a curated list of deep learning projects