Calibration Python Packages

betacal

Beta calibration

487K 31 9

pyxcp

ASAM XCP in Python

88K 266 77

uncertainty-calibration

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

29K 153 21

stochastic-rs

High-performance quantitative finance in Rust — 120+ stochastic processes, option pricing, calibration, fixed income, risk & copulas, with SIMD/GPU acceleration and Python bindings.

16K 172 7

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

14K 36 5

uncertainty-toolbox

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

10K 2K 150

avica

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

10K 1 0

scikit-surgeryvtk

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

9K 27 6

cje-eval

Causal Judge Evaluation: calibrate LLM-as-judge scores against oracle labels with valid uncertainty.

6K 43 4

acstools

Tools for HST/ACS

5K 7 19

calibre

Advanced Calibration Models

4K 6 1

roost-ai

ROOST — deterministic trust layer for AI-written code: calibrated, read-only risk scores for every change + an honest outcome ledger

3K 1 0

errorgnomark

A comprehensive and modular software suite for the full-stack benchmarking and characterization of quantum computing systems, from physical hardware to application-level performance.

3K 1 2

yet-another-wizz

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

3K 7 0

agora-mnemo

Autonomous research org shipping measured, reproducible results on AI agent memory & reasoning — a public replication ledger (the Crucible), the RAMR benchmark, and mnemo, a zero-dependency memory core. Every claim ships with runnable code that could prove it wrong.

2K 2 0

asktheboard

A board of expert personas whose every decision is a pre-registered, time-anchored, reality-graded bet. BYOK; the board that keeps score, before the fact.

2K 4 0

model-diagnostics

Tools for diagnostics and assessment of (machine learning) models

2K 45 5

rosettax

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

2K 0 0