Popular GitHub Repositories for Topological Data Analysis

Uniform Manifold Approximation and Projection

A high-performance topological machine learning toolbox in Python

NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code

Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called simplicial complexes.

A long-horizon, sparse-reward math environment for reinforcement learning. Official code repo for "What makes Math problems hard for reinforcement learning: A case study".

Python Package for Generative Systems and Sciences

Application of Graph Neural Networks to predict material properties from their microstructures.

Repository for my master's thesis in machine learning at UiB