modelens

Model Lens — diagnostic dashboard for binary classification models.

One function call gives you the full picture:

• Loss curve (CatBoost / XGBoost / LightGBM)
• Score distribution histograms (train + test)
• Confusion matrix
• ROC curve with AUC
• Precision-Recall curves (all data + test, both classes)

Installation

pip install modelens