semvec/pypi-packages huggingface dataset:
automl-tra 0.1.0
AutoML with Enhanced Track-Rail Algorithm, meta-learning, feature engineering, explainability, and smart ensemble fusion.
License: MIT
Requires Python: >=3.7

# automl-tra

**automl-tra** is a powerful, flexible AutoML library that implements the Enhanced Track-Rail Algorithm (TRA), supporting classification and regression, advanced ensemble architecture, automated feature engineering, explainability, and meta-learning. It can dynamically detect and route data, optimize pipelines, and produce interpretable results—all with minimal code.

## Features
- *Full AutoML pipeline* with advanced ensemble fusion and smart track routing
- Automated feature engineering (interactions, transformations, regularization)
- Regional track creation via clustering for data specialization
- Meta-learning & hyperparameter search (Optuna, Bayesian methods)
- Explainability with SHAP and LIME
- Resource monitoring and system health checks
- Project checkpointing and resume support

## Quick Start