A simple neural network

• an implementation of a simple neural network
• done in Python and Numpy, with no external machine learning framework used
• understanding sentimental analysis

The purpose of this project was to understand the full architecture of a neural network and to visually break down what's going on while training to properly categorise sentiements.

DONE:

Setting up:

• execute command ipython notebook from commandline in the same folder as NeuralNetwork-SentimentAnalysis.ipynb
• when the broswer is open launch NeuralNetwork-SentimentAnalysis.ipynb
• the dataset is too big and is not uploaded on Github, however, you can open a Github issue and i'll provide a link

Training:

• run the cell segments in the vertical order

FURTHER IDEAS:

• coming soon