model-diagnostics
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
🔍 AI-powered diagnosis for Scikit-learn models: Detect overfitting, data leakage, class imbalance & more with LLM-generated insights
Polyhedron is a domain-driven Python optimization modeling framework that turns business entities into transparent MILP/MIQP models, with built-in diagnostics, scenario analysis, and robust solver interoperability.
Auto-diagnose deep learning training pathologies: overfitting, unstable LR, exploding gradients, noisy training, and early stopping issues.
Tool for evaluating atmospheric carbon dioxide concentrations as simulated by Earth system models
