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)

Taylor moment expansion in Python (JaX and SymPy) and Matlab

scmopy: Distribution-Agnostic Structural Causal Models Optimization in Python

Statistical Methods in AI Coursework @ IIIT Hyderabad

Exercises and examples proposed by the Statistics discipline.#data-analysis #data-visualization, #hypothesis-testing #inference, #regression #correlation-analysis, #statistical-methods

Supervised ML classification algorithm implemented through pattern recognition techniques and statistical methods.

Bootstrap Resampling method for Question Answering in NLP

A statistical based keyword extractor from a single document.

This repository sums some of the most frequently used statistics tools for every to be used.

Combination of measurements using BLUE (best linear unbiased estimator) method

Python package for Bayesian & Frequentist A/B Testing

Repo de la charla "Cómo simular datos válidos a partir de una muestra" para la presentación del GDG León.

One-Dimensional Random Field Theory in Python

Open-source statistical package in Python based on Pandas

My Basic Glossary for Python Programming

Kernel density estimation via diffusion in 1d and 2d.

Python Based Wireless Sensor Network Simulator.

The machine learning library you really understand.

Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)