Uniform Manifold Approximation and Projection
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Updated
Aug 18, 2024 - Python
Uniform Manifold Approximation and Projection
A high-performance topological machine learning toolbox in Python
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
Topological Data Analysis for Python🐍
TTK - Topological Data Analysis and Visualization - Source Code
Ripser: efficient computation of Vietoris–Rips persistence barcodes
A Lean Persistent Homology Library for Python
The GUDHI library is a generic open source C library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
The detection of peaks and valleys in a 1d-vector or 2d-array (image)
Topological Deep Learning
Computing on Topological Domains
Topological Data Analysis in Python
A curated list of topological data analysis (TDA) resources and links.
A topological machine learning framework based on PyTorch
Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
Uniform Manifold Approximation and Projection (UMAP) implementation in Julia
Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)
NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code
A library for exploring persistent homology
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