v0.2.0

rankcal v0.2.0

First public release of rankcal - calibration for ranking systems.

Features

• Calibrators: TemperatureScaling, IsotonicCalibrator, PiecewiseLinearCalibrator, MonotonicNNCalibrator
• Metrics: ECE, ECE@k, Adaptive ECE, MCE, reliability diagrams
• Decision tools: Risk-coverage curves, utility optimization, budget-constrained selection
• Model serialization: save() and load() methods for all calibrators
• GPU support: All calibrators work on CUDA and MPS devices

Installation

pip install rankcal

Links

• Documentation
• Tutorial (Colab)