PyRank
  • Insights
  • PyPI
  • GitHub
  • Search
  • Compare
  • Advisories
  • Ecosystem
  • About

Conformal Prediction Python Packages

Python packages with the GitHub topic conformal-prediction. Sorted by relevance, with stars and monthly downloads.
scikit-learn-contrib
mapie

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

217K 2K 139
henrikbostrom
crepes

Python package for conformal prediction

21K 575 45
vaaraio
vaara

Adaptive AI Agent Execution Layer — risk scoring, audit trails, regulatory compliance (EU AI Act Article 14)

13K 1 0
deel-ai
puncc

👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.

6K 391 17
eddmpython
vectrix

Zero-config time series forecasting for Python. 30+ models, auto selection, Forecast DNA, Rust turbo — one line of code.

2K 13 1
arclabs561
cohera

Sheaf theory and community detection

2K 0 0
OliverHennhoefer
nonconform

Conformal Anomaly Detection & Change-Point Detection

2K 57 7
fmegahed
conformal-clip

Few-shot CLIP classification with conformal prediction, probability calibration, and reliability metrics.

2K 0 0
yotambraun
apdtflow

APDTFlow: A modular forecasting framework for time series data

2K 43 5
ml-stat-Sustech
torchcp

A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

2K 470 50
stelioszach03
verifiable-labs

RL environments for scientific AI agents with conformal-calibrated rewards

1K 0 0
stelioszach03
vlabs-calibrate

RL environments for scientific AI agents with conformal-calibrated rewards

784 0 0
stelioszach03
verifiable-labs-envs

RL environments for scientific AI agents with conformal-calibrated rewards

782 0 0
Cohorte-ai
theaios-trustgate

Black-box AI reliability certification via self-consistency sampling and conformal calibration

701 16 6
superlinear-ai
conformal-tights

👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster

691 117 5
allianceai
endgame-ml

A unified framework for tabular, time-series, and multimodal machine learning

648 11 3
egonmedhatten
online-cp

Repository for online conformal prediction methods

619 7 1
burning-cost
insurance-conformal

Conformal prediction intervals for Tweedie/Poisson insurance models - distribution-free coverage guarantees

580 0 0
OliverHennhoefer
unquad

DEPRECATED: This package has been renamed to 'nonconform'. Please install 'nonconform' instead with `pip install nonconform`. Conformal Anomaly Detection

472 57 7
donlapark
coverforest

A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.

439 45 6
stelioszach03
verifiable-labs-code-humaneval-multiturn

RL environments for scientific AI agents with conformal-calibrated rewards

400 0 0
rick12000
confopt

Conformal hyperparameter optimization tool

381 104 6
wwu-mmll
photonai-conformal

No description available

297 1 0
patpizio
reliabots

Improve the reliability of machine learning models with conformal prediction

238 1 0
    • Data from PyPI, GitHub, ClickHouse, and BigQuery