satyaki0924 / bike-sharing-prediction-with-neural-network

This project is build up completely with numpy. It implements basic neural network concepts including backpropagation, hidden layers, activation function and gradient descent.

Bike-Sharing-Predictions

This project is build up completely with numpy. It implements basic neural network concepts including backpropagation, hidden layers, activation function and gradient descent.

To run the project, open 'run_me.py' and set the epoch, learning rate and number of hidden layers.

The terminal must show similar output:

Graph-plots

The Initial raw data plot:

The loss plot:

The Prediction:

Author: Satyaki Sanyal

This project is strictly for educational purposes only.