VisiSA AI 🚀

Automated Statistical Discovery & Neural Regression

A full-stack application that performs real-time data analysis. Upload any CSV, select your columns, and the engine determines the statistical path. Working demo: https://visi-sa.vercel.app

🧠 Features

• Dynamic PyTorch Regression: Trains a linear model on the fly for numerical data.
• Categorical Intelligence: Automatically switches to grouped aggregation for non-numeric data.
• Neural Visualization: Plots raw data points against the AI-predicted regression line.

🛠️ Tech Stack

• Frontend: Next.js 14, Shadcn UI, Recharts, Tailwind CSS.
• Backend: FastAPI, PyTorch, Pandas, Scikit-learn.
• Deployment: Render (Backend) & Vercel (Frontend).

Developed by (artadm)