ahmadshabbir2468/MNIST-Neural-Net

Jupyter Notebook for training Neural Network on MNIST data. :)

MNIST-Neural-Net

This is my first Neural Network that i've designed using tensorflow by watching youtube videos XD.

Jupyter Notebook for training Neural Network on MNIST data. :)
The iPynb is in Python3.

Introduction

This repository contains the Jupyter Notebook that trains a Neural Network on the MNIST Handwritten digits dataset. It is a fairly simple Notebook made using Google's Tensorflow.

Dependencies

TensorFlow CPU Build

well that is pretty much what is needed :)

Initialize

Installing Jupyter Notebook on Ubuntu

VirtualEnvironment

$ virtualenv myEnv
$ source myEnv/bin/activate

Installing Tensorflow on Ubuntu

(myEnv)$ pip install --upgrade tensorflow      # for Python 2.7
(myEnv)$ pip3 install --upgrade tensorflow     # for Python 3.n

Updating Pip to latest version

(myEnv)$ sudo apt-get update
(myEnv)$ pip --version
(myEnv)$ pip install --upgrade pip

Installing iPythonNotebook and Jupyter

(myEnv)$ sudo apt-get -y install ipython ipython-notebook
(myEnv)$ pip install jupyter

Running Jupyter Notebook Server

(myEnv)$ jupyter notebook

and then navigate to the "Neural Net MNIST.ipynb".

Well that is it!