PhysicsLab v1.0
PhysicsLab Documentation
A comprehensive platform for physics simulations, machine learning experiments, and educational tools. Build, train, and deploy ML models while exploring interactive physics simulations.
15+
ML Models
8+
Simulations
25+
API Endpoints
100%
Cloud Ready
Platform Overview
PhysicsLab is a modern educational platform that combines machine learning and physics simulations
Core Features
Machine Learning Lab
Train regression, classification, and deep learning models
Physics Simulations
Interactive Matter.js and custom equation simulations
Analytics Dashboard
Track usage, performance metrics, and progress
Cloud Storage
Cloudinary integration for model and simulation storage
Technology Stack
Frontend
Next.js, React, TypeScript
Backend
Python, Flask, FastAPI
Database
MongoDB
ML
scikit-learn, TensorFlow
Quick Start Guide
Get up and running in minutes
1
Set up Authentication
Sign up with Clerk authentication system
2
Upload Your Data
Upload CSV files for ML training or create custom simulations
3
Train & Simulate
Train ML models or run physics simulations
4
Analyze Results
View analytics and download results from your dashboard