GradeGuardian is a a thorough platform to predict students at risk and suggest ways to improve the Indian education system.
Visit: gradeguardian.in to view the project
Youtube example: https://youtu.be/yeAtv7T007k
Whats in each repo?
Landing Page: Frontend for the landing page
MLAPI: Everything used to train the model to predict if a student is likely to dropout and how policies will effect each state. Final models are hosted on AWS ML map: Frontend for the map and predicition page
AdvisorConsole: Frontend for the advisor console
api: backend for the chatbot
ng-client: additional frontend
JsonData: placeholder for literacy data
socketio-test: development tool for testing socketio requests
MLModelGeneration: Inital attempts to make ML models