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Bike-rental ridership

Dataset: https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset

Build a neural network from scratch to carry out a regression prediction problem

Uses Gradient descent method and back-propagation algorithm.

This code is very basic (vanilla) version of the neural network. Network has only one hidden-layer.

The following libraries are used in the project

  • numpy
  • pandas
  • matplotlib