• Deep learning scripts and cheatsheets
  • Introduction
  • Framework
    • Tensorflow
      • Introduction
      • Quick cheatsheet
      • Detailed description
      • Reference
    • Caffe
      • introduction
      • Quick cheatsheet
      • Detailed description
      • Reference
    • Theano/Lasagne/Nolearn
      • Introduction
      • Quick cheatsheet
      • Detailed description
      • Reference
  • Cheatsheets
    • Tensorflow
      • MNIST
        • Quick cheatsheet
        • Detailed description
        • Reference
      • CIFAR10
        • Quick cheatsheet
        • Reference
      • ALEXNET
        • Quick cheatsheet
        • Reference
      • RCNN
        • Quick cheatsheet
        • Reference
        • Detailed description
    • Caffe
      • MNIST
        • Quick cheatsheet
        • Detailed description
        • Reference
      • CIFAR10
        • Quick cheatsheet
        • Detailed description
        • Reference
      • How to plot accuracy and loss curve?
    • Theano/Lasagne/Nolearn
      • MNIST
        • Quick cheatsheet
        • Detailed description
        • Reference
      • CIFAR10
        • Quick cheatsheet
        • Detailed description
        • Other testing
        • Reference
      • ALEXNET
        • Quick cheatchats
        • Detailed description
        • Reference
      • ResNet
        • Quick cheatsheet
        • Detailed description
        • Reference
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Reference

Reference

Deeplearning.net Tutorial

  1. Multilayer Perceptron
  2. Classifying MNIST digits using Logistic Regression
  3. Convolutional Neural Networks (LeNet)

Others

  1. 使用GPU和Theano加速深度学习
  2. 用Lasagne来实现MLP,测试mnist
  3. 基於python的實戰案例講解

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