A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

A courseware module that covers the fundamental concepts in probability theory and their implications in data science. Topics include probability, random variables, and Bayes' Theorem.

A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.

These projects were part of the course Data Analysis (ECE Department, AUTH, 7th semester).

Exercise solution to the Probability Theory course

E1 222 Stochastic Models and Applications, IISc

This Repository Contains all the Lecture Notes, Assignments, Coding Problems and Everything of M.Tech AI at IIT Hyderabad 2023-2025

All major algorithms for Random Variables generation from Gamma Distribution.

🧬 Agent‑based population simulator that models aging, mortality, partner formation, breakups, fertility, and multi‑generation dynamics using probabilistic rules to observe how the population evolves over the years.

Topics: Normal distribution, Functions of Random Variables

Solutions for the basic statictics problems

An interactive example of a function applied to a random variable showing the resulting distribution.

Implementation of the projects for the DSC 530: Probability and Statistics for Data Science course, of the MSc in Data Science programme of the University of Cyprus.

Assignment Advance Stats

Intuitive Probability API in Python

Simple tool for estimating frequencies of random variables.

Forth defining words for random variables.

SUTD ISTD 2021 50.034 Introduction to Probability & Statistics 1D Project