/bikeshare-ml-net-prediction

Predict Bike Sharing Demand With C# And ML.NET Machine Learning

Primary LanguageC#

Predict Bike Sharing Demand With C# And ML.NET Machine Learning

This is a sample completed project based on Mark Farragher's Medium article Predict Bike Sharing Demand With C# And ML.NET Machine Learning.

What it does

Using sample test data from Capital Bikeshare in Metro DC, the code will train a variety of ML models using 80% of the historical data, then test it using the remaining 20%.

Usage

  1. Clone the project locally
  2. Download the latest test data from UCI Bike Sharing Dataset
  3. Copy the hour.csv file into the same folder as the Bikes.csproj file
  4. Run the command dotnet run