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Tensorflow ML

All examples of python are from 《TensorFlow Machine Learning Cookbook》.

  • Chapter 1: Getting Started with TensorFlow

  • Chapter 2: The TensorFlow Way

  • Chapter 3: Linear Regression

  • Chapter 4: Support Vector Machines

  • Chapter 5: Nearest Neighbor Methods

  • Chapter 6: Neural Networks

  • Chapter 7 Natural Language Processing

Other Python

NumPy Matrix Storage IO

Compared the following methods for storing and reading matrix in PythonProgramDesign/IOTest/mat_io_speed.py:

  • h5py
  • lmdb
  • npz
  • pickle
  • kaldiio
  • npy
  • mat
  • kalid_io

IO Details