Popular GitHub Repositories for Statistical Inference

A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

AI eXplainable Inference & Search. Open Sourcing on-premise, ultra-fast latency intelligence to all.

Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"

A property recommender for Knowledge Graph authoring, first presented at ESWC 2020

Attempting to make Statistics for Machine Learning easy to learn and understand

Statistical Inference with JAX.

The repository contains all the source files for the Regression Cookbook (Now with Machine Learning and Stats Flavours!). This textbook aims to set a common ground between machine learning and statistics regarding linear regression techniques using Python and R under two perspectives: inference and prediction.

This repository contains code which accompanies the paper: Assessing Model Behaviour on Extreme Counterfactuals (https://www.researchgate.net/publication/360912277_Assessing_Model_Behaviour_on_Extreme_Counterfactuals)