/bike-sharing-demand

Forecast use of a city bikeshare system

Primary LanguagePython

bike-sharing-demand

About The Project

This repository contains kaggle https://www.kaggle.com/c/bike-sharing-demand/ competition solutions. Main script return answer.csv in appropriate format. File can be found in data folder.

Getting Started

To get a local copy up and running follow these simple steps.

Prerequisites

  • You need python to run the code. I used python 3.8 version. Optionaly: Docker
  • You need to download and unpack the data into folder data in main directory
  • You can create a virtual environment, install libraries and run scripts, or just run the docker image to get the answer

Run in virtualenv

  1. Install packages 
    pip install -r requirements.txt
  2. Run code 
    make run

Run in docker

  1. Run docker 
    make docker-run MOUNT=<your-folder-path>/bike-sharing-demand/data