Calibration Python Packages

betacal

Beta calibration

pyxcp

ASAM XCP in Python

uncertainty-toolbox

Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

scikit-surgeryvtk

image fusion or overlay, for augmented reality apps, using VTK and OpenCV for a calibrated overlay.

uncertainty-calibration

Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).

probmetrics

Post-hoc calibration methods and metrics for classification

yet-another-wizz

Implementation of the Schmidt et al. (2013) clustering redshift method.

acstools

Tools for HST/ACS

avica

AVICA (Automated VLBI pipeline in CASA) is a batch processing pipeline designed for the blind calibration of multi-frequency VLBI data using rPICARD.

qibocal

Quantum calibration, characterization and validation module for Qibo.

calibre

Advanced Calibration Models

pygac

A python package to read and calibrate NOAA and Metop AVHRR GAC and LAC data

rosettax

Interactive flow cytometry calibration software for fluorescence and scattering workflows, with FCS loading, peak finding, fitting, profiles, and reusable calibration exports.

regaudit-fhe

Depth-tracked regulatory audit primitives for privacy-preserving AI audits with signed envelopes and TenSEAL CKKS support.

mcgrad

MCGrad is a scalable and easy-to-use tool for multicalibration. It ensures your ML model predictions are well-calibrated not just globally (across all data), but also across virtually any segment defined by your features

anipose

🐜🐀🐒🚶 A toolkit for robust markerless 3D pose estimation

model-diagnostics

Tools for diagnostics and assessment of (machine learning) models

calibr8

Toolbox for non-linear calibration modeling.

signalintegrity

Python tools for signal integrity applications

spark-calibration

Spark Calibration - A python package for calibrating probabilities predicted by ML model involving large training & test datasets as spark dataframes

trustlens

Open-source Python library for evaluating ML model reliability beyond accuracy — with calibration, failure, and fairness diagnostics for informed deployment decisions.

vasco

AVICA (Automated VLBI pipeline in CASA) is a batch processing pipeline designed for the blind calibration of multi-frequency VLBI data using rPICARD.

camtools

CamTools: Camera Tools for Computer Vision.

bbo-calibcam

A charuco based calibrator for camera setups (intrinsic and extrinsic coordinates).