Prediction of bikesharing patterns using custom Neural Networks

Description

This repository is based on the Udacity project to predict bike-sharing ridership. The purpose of the project is to demonstrate how to solve the problem with neural networks without using any neural network framework.

Installation

git clone https://github.com/papapana/custom-neural-networks-bikesharing.git
cd custom-neural-networks-bikesharing
pip install -r requirements.txt

Usage

The project itself is implemented in a Jupyter notebook in the file Predicting_bike_sharing_data.ipynb. To execute the Jupyter Notebook:

jupyter notebook