Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

Deep Neural Networks for Call Of Duty Modern Warfare 2019

🍊 :package: 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.

Minimal A/B Testing Library in PHP

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

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

Supplementary material to reproduce "Multivariate Deep Evidential Regression"

Magnitude of the Effect - An Effect Size and CI calculator

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

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

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

[ACL 2025] CER: Confidence Enhanced Reasoning in LLMs

The official PyTorch implementation for the Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence

A suite of tests to assess attention faithfulness for explainability

A comprehensive module used to calculate the high bound, low bound, and center of a Wilson score interval.

Prediction intervals for trees using conformal intervals. Docs at https://pitci.readthedocs.io/en/latest/

A General Algorithm to Enhance the Performance of Variable Selection Methods in Correlated Datasets

I implemented the reinforcement learning based model Upper Confidence Bound in both Python and R

My Gateway to crack DSA

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

How to structure technical presentations and deliver them with confidence

Messaging service with anonymous access and decentralized data storage. To join chat chat just enter a valid link with the chat id

Open source alternative to Amazon's Rekognition

A robust and efficient tool to verify Swagger URLs by fetching and validating their favicons. Built with concurrency and enhanced logging for seamless performance.

Temperature scaling for neural network calibration

Market Basket Analysis

Behavioral auditing & repair toolkit for LLMs. Measures 8 dimensions via confidence probes.

This repository contains introductory notebooks for association rules.