out-of-distribution-detection

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

[ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation

The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"

OOD Generalization and Detection (ACL 2020)

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection