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Knowledge Collection

A collection of books, blog and online lectures about machine learning.

Online available Machine Learning Books:

Meta-Collection Machine Learning Books:

Machine Learning Blogs:

Machine Learning Lectures:

Data Science Competitions:

Software Tools:

  • Caffe (Deep Learning Framework)
  • sklearn (Machine Learning Toolkit)
  • Theano (Deep Learning Framework)
  • Lasagne  (Easy to use Deep Learning Framework)
  • nolearn (scikit-learn Neural Network Framework)
  • TensorFlow (Deep Learning Framework)
  • Keras  (Easy to use Deep Learning Framework)
  • Torch (A scientific computing framework for LuaJIT)