BART ML

2019-40 BART (Bay Area Rapid Transit) Service Status Analysis

Not just reporting service change, but predicting service change and its degree to riders

Context of repository

/prepare_data

• the folder includes all the codes in javascript and python to process raw data
• it also includes final model derived from neural networks

https://colab.research.google.com/drive/1G3Rk966SBfmpIzZy4zUhelE2fT0AUHp7 https://colab.research.google.com/drive/1os-7G--teoLwdsRJ-8eP3WUcvtdP8gKy

• the above are links to machine learning models on Google Colab

/src

• inside /components, TF.js is accountable for tensorflow.js implementation
• RM.js is main components on the front-end
• StreamTweets.js streams tweets (disabled for this demo)