live2024-01-01
ML Model Playground
Interactive web application for experimenting with various machine learning models.
reactpythontensorflowinteractive
ML Model Playground
An interactive environment to test and visualize ML models in real-time.
Features
- Real-time Training Visualization: Watch loss curves and accuracy metrics update live
- Multiple Model Support: Linear Regression, Decision Trees, SVM, Neural Networks
- Dataset Explorer: Upload your own CSV or use built-in datasets
- Hyperparameter Tuning: Interactive sliders for learning rate, epochs, batch size
Tech Stack
- Frontend: React + D3.js for visualizations
- Backend: Python FastAPI + TensorFlow
- Real-time: WebSocket for live updates