EcoStackML
🌿 EcoStackML
EcoStackML is a modular Python framework for predictive modeling using stacked machine learning. It simplifies the building, evaluation, explanation, and deployment of classification and regression models.
🔍 Key Capabilities
- Stacking with multiple base models and meta-learners
- Full preprocessing pipeline (imputation, scaling, anomaly detection)
- SHAP-based explainability
- YAML config and CLI-ready
- Interactive Jupyter notebooks
- Model + metrics + predictions saving
🚀 Get Started
Check out: