Run down of tensorflow basics
Jupyter Notebook
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README.md

Tensorflow Rundown

Reimplementation of popular tensorflow examples


Clone the repository

git clone https://github.com/abhay1/tf_rundown.git
cd tf_rundown

Optionally, setup a virtual environment using virtualenvwrapper with python 3. Example command on Ubuntu.

mkvirtualenv tf_rundown --python=/usr/bin/python3

Install the requirements

pip install -r requirements.txt

Head onto the notebooks directory and use jupyter to run it

cd notebooks
jupyter notebook Introduction.ipynb

Table of Contents

  1. Introduction
  2. Linear Regression
  3. Nearest Neighbors
  4. Softmax Classifier
  5. Feed Forward Neural Net
  6. Feed Forward Neural Net with Tensorboard

Sources

  1. Tensorflow Tutorials
  2. Aymeric Damien's Tutorials