confidence 开源项目推荐（125 个）

aamini /evidential-deep-learning

利用神经网络快速、可扩展且校准不确定性测量方法！

darkmatter2222 /COD-MW-2019-DNN

Deep Neural Networks for Call Of Duty Modern Warfare 2019

biolab /orange3-associate

🍊 📦 Frequent itemsets and association rules mining for Orange 3.

CVLAB-Unibo /Unsupervised-Adaptation-for-Deep-Stereo

Code for "Unsupervised Adaptation for Deep Stereo" - ICCV17

brainlid /wbs_markdown

Generate a Work Breakdown Structure (WBS) report from a markdown file. A tool that improves software development estimates.

HarinezumIgel /RAG-LCC

Local experimental RAG playground for exploring retrieval quality, corpus construction, confidence and filter-chain design. Configurable retrieval orchestration, ranking, filtering pipelines, visual document grounding, web search, Open WebUI integration, and rich debugging insights. Ollama and vLLM, Dev Containers or natively on Win and Linux.

andreekeberg /abby

Minimal A/B Testing Library in PHP

pasteurlabs /unreasonable_effective_der

Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"

DominiqueMakowski /cogmod

Cognitive Models for Subjective Scales and Decision Making Tasks in R

rlaope /jeval

Measures Jev classifier's confidence is really worth observability.

parameterlab /apricot

Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024

avitase /mder

Supplementary material to reproduce "Multivariate Deep Evidential Regression"

zhulinchng /jevper

Jev-shaped (TypeSafe System One) classification wrapper over OpenAI-like clients

amazon-science /factual-confidence-of-llms

Code for paper "Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators"

doomlab /MOTE

Magnitude of the Effect - An Effect Size and CI calculator

AntonioCoppe /jev-harness

Decision harness for TypeSafe Jev — confidence gates, shadow mode, recipes, and evals. Claude CLI 48.9s → Jev 1.3s on the same row-filter job.

vxern /synadart

🧠 A simple, fully documented neural network library created for educational purposes, heavily inspired by the `ai` package.

backant-io /jevelry

Use Jev everywhere to make & track decisions

MLH-Fellowship /PrepHR

An open source initiative to help students prepare for HR interviews.

sharif-ml-lab /CER

[ACL 2025] CER: Confidence Enhanced Reasoning in LLMs