Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
-
Updated
Aug 31, 2021 - Python
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
Deep Neural Networks for Call Of Duty Modern Warfare 2019
🍊 📦 Frequent itemsets and association rules mining for Orange 3.
Code for "Unsupervised Adaptation for Deep Stereo" - ICCV17
Generate a Work Breakdown Structure (WBS) report from a markdown file. A tool that improves software development estimates.
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.
Minimal A/B Testing Library in PHP
Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"
Cognitive Models for Subjective Scales and Decision Making Tasks in R
Measures Jev classifier's confidence is really worth observability.
Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024
Supplementary material to reproduce "Multivariate Deep Evidential Regression"
Jev-shaped (TypeSafe System One) classification wrapper over OpenAI-like clients
Magnitude of the Effect - An Effect Size and CI calculator
Code for paper "Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators"
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.
🧠 A simple, fully documented neural network library created for educational purposes, heavily inspired by the `ai` package.
Use Jev everywhere to make & track decisions
An open source initiative to help students prepare for HR interviews.
[ACL 2025] CER: Confidence Enhanced Reasoning in LLMs
To associate your repository with the confidence topic, visit your repo's landing page and select "manage topics."