random-walks

Solutions to In-Class questions, Problem Sets and Exams of MIT Mathematics for Computer Science 2015 (same as 2019 Open Learning Library)

graphzero: High performance C++ backed python library for graphs

[ICLR'26] Flock: A Knowledge Graph Foundation Model via Learning on Random Walks, in PyTorch

Fast kappa-path Community Detection (FKCD): WERW-Kpath edge centrality plus Generalized Louvain modularity maximization, scaling to networks with millions of nodes.

R Package for Random Walks

Random Walk Theory Applied to Live FX

GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data Classification. A graph attention-guided oversampling method for imbalanced data classification using GAT and random walks.

💻 Dr. Joseph Anderson | Grade: A (Algorithms) 💻

A comprehensive Python-based exploration of Random Walks in 1D, 2D, and 3D. This repository features simulations, statistical analysis, and interactive visualizations (using Plotly) to demonstrate the behavior of random walks, including unbiased and biased scenarios, distribution convergence, and the impact of dimensionality.

Production-grade enhanced CS50AI PageRank platform that ranks web pages using Markov chains, random walks, iterative convergence, graph intelligence, Streamlit analytics, Docker deployment, CI/CD, structured logging, Playwright tests, and visual graph insight demo.

🐸 Explore the Value Function Strategy for random frog jumps in this project, inspired by my YouTube video "Frog Jumps Randomly | Value Function Strategy".

Simulates inventory levels as random walks with user-defined probabilities. Models product sales, prevents negative stock, visualizes results.

My personal experiments and notes during my journey of learning Data Science are preserved in this repository.

HW 2 - Random Walks

Modular, composable random walk framework

Final project for the course Thermal Physics (PHY-2610) in Spring 2024

Files for my YouTube video titled 'Frog Jumps Randomly | Value Function Strategy (LIVESOLVE)'.

Random walks on 1, 2 or 3 dimensional graphs

HW 3 - Random Walk Metrics

LaTeX source and automated PDF build for my 2019 MPhil thesis in applied mathematics.