• 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

[1] http://deeplearning.net/software/theano/library/config.html#config.device

[2] http://deeplearning.net/software/theano/tutorial/using_gpu.html#testing-theano-with-gpu

[3] https://www.scipy.org/install.html

[4] Easy Installation of an Optimized Theano on Current Ubuntu

[5] http://lasagne.readthedocs.io/en/latest/user/installation.html

[6] http://nolearn.readthedocs.io/en/latest/index.html

[7] https://pythonhosted.org/nolearn/


Theano

  1. Theano website
  2. Easy Installation of an Optimized Theano on Current Ubuntu
  3. Installing Theano
  4. Theano GitHub

Lasagne

  1. Lasagne website - Installation
  2. Lasagne GitHub

Nolearn

  1. Nolearn Document
  2. Nolearn GitHub
  3. An Introduction to Deep Learning using nolearn
  4. Introduction to Deep Neural Network Programming in Python

Others

  1. Python Numpy Tutorial
  2. Numpy GitHub
  3. Scipy GitHub
  4. Best python library for neural networks

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