Tensorflow Rundown

Reimplementation of popular tensorflow examples

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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

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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

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Sources

1. Tensorflow Tutorials
2. Aymeric Damien's Tutorials