README.md

---
title: Tabular AutoML
emoji: ⚡
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: "6.9.0"
python_version: "3.10"
app_file: app.py
pinned: false
---

# Tabular AutoML Framework
Upload any CSV, select target column, and automatically train classical ML + PyTorch neural network models.

## Features
- Auto dataset analysis
- Preprocessing pipeline
- Feature engineering
- Classical models: RandomForest, GradientBoosting, XGBoost, LightGBM
- Neural models: FeedforwardNN, ResidualMLP
- Bayesian HPO with Optuna
- SHAP feature importance
- Model leaderboard