README.md

metadata

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