NeuralNetwork

Neural Networks, built from scratch and implemented in Python.

Usage

+-- NeuralNetwork.py

Source Code of a basic neural network.

+-- neuralnetwork
|   +-- __init__.py
|   +-- NeuralNetwork.py
|   +-- Layer.py
|   +-- WeightMatrix.py
|   +-- Utils.py

Module that supports developing advanced neural networks.

+-- examples
|   +-- mnist_classifier.py

Example sketches to showcase the modules functionality.

Roadmap

• Batch-Training and Epoches
• Other Activation Functions
• Bias Updating
• Graphical Visualization of Weights & Perceptrons

... will be added soon!