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Classic Models Reproduce in Tensorflow

TF

Table of Contents:

Introduction

This repo is a tutorial, which is designed for diving into TF painless(hopefully) through some basic and simple examples. It is seperated into two parts, deep learning and machine learning.

In this tutorial, the used TF version is 1.14.0. I will update all of them in TF 2.0 when I finish all of them.

Catalog

Tools

  • Python3
  • Tensorflow/Tensorflow-gpu
  • Jupyter Notebook(optional)
  • numpy
  • matplotlib

Install

  1. Tensorflow

    To install the current release for CPU-only:

     $ pip install tensorflow
    

    Use the GPU package for CUDA-enabled GPU cards:

     $ pip install tensorflow-gpu  
    
  2. Jupyter Notebook

    For a local installation:

     $ pip install notebook  
    
  3. Another Python libraries:

     $ pip install numpy
     
     $ pip install matplotlib     
    

License

MIT License © Zongyue Li