/ml-visualizer

Machine Learning Algorithm Visualizer allows user to visualize ML algorithms in real-time on dataset fed by user interactively.

Primary LanguageJavaScript

Machine Learning Algorithm Visualizer

Algorithm Supported

  • Linear Regression
  • Polynomial Regression
  • Logistic Regression

Setting Up Locally

Backend

Navigate to the backend/ directory

  1. Create a virtual environment
  2. Install all the requirements for the backend

pip install -r requirements.txt

  1. Start Development Server

python manage.py runserver

  1. Open a websocket connection on different terminal for real-time data

python -m websockets ws://localhost:8000/ws/visualizer/

Frontend

Navigate to the frontend directory and type the command in a different terminal

npm install