Projects in Awesome Lists tagged with confidence-estimation
A curated list of projects in awesome lists tagged with confidence-estimation .
https://github.com/kkirchheim/pytorch-ood
👽 Out-of-Distribution Detection with PyTorch
anomaly-detection confidence-estimation deep-learning neural-network novelty-detection ood-detection open-set-recognition pytorch
Last synced: 28 Mar 2025
https://github.com/oracle/macest
Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores
confidence-estimation data-science machine-learning python
Last synced: 19 Aug 2025
https://github.com/alecokas/bilatticernn-confidence
Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264
asr attention confidence-estimates confidence-estimation confidence-scores confusion-networks lattice latticernn lattices low-resource-languages lstm pytorch pytorch-implementation speech-processing speech-recognition
Last synced: 05 Jul 2025
https://github.com/cvs-health/uqlm
UQLM (Uncertainty Quantification for Language Models) is a Python package for UQ-based LLM hallucination detection
ai-evaluation ai-safety confidence-estimation confidence-score hallucination hallucination-detection hallucination-evaluation hallucination-mitigation llm llm-evaluation llm-hallucination llm-safety uncertainty-estimation uncertainty-quantification
Last synced: 11 May 2025
https://github.com/koulanurag/opcc
Benchmark for "Offline Policy Comparison with Confidence"
confidence-estimation offline-policy-comparison offline-reinforcement-learning policy-evaluation reinforcement-learning uncertainty-estimation
Last synced: 19 May 2026
https://github.com/cleanlab/tlm
Score the trustworthiness of outputs from any LLM in real-time
ai-agents ai-safety confidence-estimation data-extraction data-labeling error-detection evals evaluation guardrails hallucination hallucination-detection human-in-the-loop-ai llm llm-as-a-judge llm-evaluation rag structured-outputs trustworthy-ai uncertainty-quantification verifiers
Last synced: 23 Feb 2026
https://github.com/scbirlab/duvida
🧐 Calculating exact and approximate confidence and information metrics for deep learning on general purpose and chemistry tasks.
active-learning ai chemistry confidence-estimation confidence-intervals hessian hessian-vector-product jax torch
Last synced: 14 Jan 2026
https://github.com/or4k2l/robust-vision
Production-ready framework for training robust computer vision models. Features multi-GPU support, EMA tracking, label smoothing, and comprehensive robustness evaluation across 4 noise types. Includes scalable TF.Data pipeline, automated testing, Docker support, and CLI tools. Install: pip install robust-vision
autonomous-driving computer-vision confidence-estimation deep-learning docker hardware-aware-ml implicit-regularization jax kitti-dataset machine-learning memristive-crossbar multi-gpu neuromorphic-computing neuromorphic-hardware noise-robustness pattern-recognition production-ml python robust-ml
Last synced: 22 Feb 2026
