https://github.com/victoriapm/predicting-bike-sharing-data

Predicting Bike-Sharing Data
https://github.com/victoriapm/predicting-bike-sharing-data

Last synced: 16 days ago
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Predicting Bike-Sharing Data

• Host: GitHub
• URL: https://github.com/victoriapm/predicting-bike-sharing-data
• Owner: Victoriapm
• Created: 2020-05-25T20:31:54.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2022-08-23T18:11:48.000Z (over 2 years ago)
• Last Synced: 2024-10-30T12:05:29.851Z (2 months ago)
• Language: Jupyter Notebook
• Size: 516 KB
• Stars: 2
• Watchers: 0
• Forks: 0
• Open Issues: 5
• Metadata Files:
  • Readme: README.md

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README

        
# Predicting-Bike-Sharing-Data

by Victoria Perez Mola

## Introduction 

The project consists in building a neural network from scratch to carry out a prediction problem on a dataset from the [UCI Machine Learning Database](https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset)

that contains the hourly and daily count of rental bikes between years 2011 and 2012 in Capital bikeshare system with the corresponding weather and seasonal information.

## Learning objectives

Have a better understanding of gradient descent, backpropagation, and to apply neural networks to solve real prediction problems.

## Instructions

1. Clone or download the repository 

2. run !pip install requirements.txt