Uniform Manifold Approximation and Projection
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Updated
Jun 16, 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🐍
The detection of peaks and valleys in a 1d-vector or 2d-array (image)
Topological Data Analysis in Python
A topological machine learning framework based on PyTorch
Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code
Mapper implementation (Topological Data Analysis) in Python
A Persistent Weisfeiler–Lehman Procedure for Graph Classification
An object oriented python library for topological data analysis of high-throughput single-cell RNA-seq data
Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)
TARDIS: Topological Algorithms for Robust DIscovery of Singularities
Synthetic data sets apt for Topological Data Analysis
density-based clustering for exploratory data analysis based on multi-parameter persistence
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"
topological data analysis of population-scale microbiomes
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