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CS 7641: Machine Learning Project

Urban Bike Infrastructre Prediction using Machine Learning

Repository for CS 7641: Machine Learning Team 42

Team Members:
Amith Tallanki
Areeb Khalfay
Ryan Bowers
Sanaz Ahmadzadeh
Shannon Zhang

Relevant Directories

  • Census Data with Grid locations + Visualizations: NYC Grid data transformation scripts, files and datasets
  • Data Generation/Atlanta Data Processing/Scripts: Atlanta Grid data transformation scripts, files and datasets
  • Dataset characteristics: Feature and data engineering work on our nyc datasets(eg. normalization, numeric conversions, data visualizations)
  • decisiontree: Decision tree implementation files, models, visualizations and relevant datasets
  • gridcode: Baseline census tract to grid data conversion code
  • images: Relevant images for website
  • linearreg: Linear regression implementation files, models, visualizationa and relevant datasets
  • neuralnet: Neural Network implementation files, models, visualizations and relevant datasets
  • R dataset processing: Initial NYC and ATL demographic and economic data cleaning based off of census tracts, pre-grid conversion. Contains scripts and datasets
  • SVMFolder: SVM implementation on weather data, includes weather data eda notebooks, SVM implementation files, visualizations and relevant datasets

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