dreamexe / PlayWithDeepLearning

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PlayWithDeepLearning

A Neural Network Playground

http://playground.tensorflow.org/

Building Neural Networks: Part 0

http://www.nathan1hughes.co.uk/tutorials/building-neural-networks-part-0/

3D Visualization of Convolutional Neural Networks

Paper: http://scs.ryerson.ca/~aharley/vis/harley_vis_isvc15.pdf
Link: http://scs.ryerson.ca/~aharley/vis/conv/

Visual Intro to Machine Learning

http://www.r2d3.us/visual-intro-to-machine-learning-part-1/

Neural Network Animation

https://github.com/miloharper/neural-network-animation

A Deep Learning Tutorial: From Perceptrons to Deep Networks

http://www.toptal.com/machine-learning/an-introduction-to-deep-learning-from-perceptrons-to-deep-networks
http://www.cnblogs.com/xiaowanyer/p/3701944.html

Neural Networks and Deep Learning online book

http://neuralnetworksanddeeplearning.com/

Neural Networks Demystified

Neural Networks Demystified [Part 1: Data and Architecture]
Neural Networks Demystified [Part 2: Forward Propagation]
Neural Networks Demystified [Part 3: Gradient Descent]
Neural Networks Demystified [Part 4: Backpropagation]
Neural Networks Demystified [Part 5: Numerical Gradient Checking]
Neural Networks Demystified [Part 6: Training]
Neural Networks Demystified [Part 7: Overfitting, Testing, and Regularization]

Understanding Convolutional Neural Networks for NLP

http://www.wildml.com/2015/11/understanding-convolutional-neural-networks-for-nlp/

History of Monte Carlo Methods

http://www.nowozin.net/sebastian/blog/history-of-monte-carlo-methods-part-1.html
http://www.nowozin.net/sebastian/blog/history-of-monte-carlo-methods-part-2.html

Markov Chains Explained Visually

http://setosa.io/ev/markov-chains/

Why Lua

1

卷积神经网络应用于自拍

什么才是最好的自拍?卷积神经网络来告诉你

卷积神经网络在自然语言处理的应

卷积神经网络在自然语言处理的应用
Understanding Convolutional Neural Networks for NLP

Inspirations

DeepArt
DeepBeat

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