Uniform Manifold Approximation and Projection
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Apr 8, 2026 - Python
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topological-data-analysis
Here are 142 public repositories matching this topic...
A high-performance topological machine learning toolbox in Python
machine-learning topology mapper scikit-learn topological-data-analysis tda computational-topology topological-machine-learning
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Jun 18, 2024 - Python
Kepler Mapper: A flexible Python implementation of the Mapper algorithm.
visualization python data-visualization hacktoberfest topological-data-analysis tda mapper-algorithm kepler-mapper
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Mar 7, 2026 - Python
Topological Data Analysis for Python🐍
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Apr 2, 2026 - Python
A topological machine learning framework based on PyTorch
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Feb 11, 2026 - Python
Topological Data Analysis in Python
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Feb 20, 2019 - Python
Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
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Jan 18, 2022 - Python
NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code
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Jul 16, 2024 - Python
Mapper implementation (Topological Data Analysis) in Python
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Jul 16, 2018 - Python
Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays
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Feb 23, 2026 - Python
A Persistent Weisfeiler–Lehman Procedure for Graph Classification
machine-learning persistent-homology topological-data-analysis graph-kernels weisfeiler-lehman graph-classification
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Jun 9, 2021 - Python
An object oriented python library for topological data analysis of high-throughput single-cell RNA-seq data
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Jul 12, 2018 - Python
Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)
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Nov 25, 2025 - Python
TARDIS: Topological Algorithms for Robust DIscovery of Singularities
topological-data-analysis anomaly-detection topological-machine-learning singularity-detection icml-2023
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Jul 28, 2023 - Python
density-based clustering for exploratory data analysis based on multi-parameter persistence
machine-learning clustering machine-learning-algorithms unsupervised-learning cluster-analysis clustering-algorithm topological-data-analysis
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Jul 20, 2025 - Python
computes most of information functions (joint entropy, conditional, mutual information, total correlation information distance) and deep information networks
correlation entropy deep-learning physics information-theory statistical-mechanics complex complex-systems causal-inference mutual-information topological-data-analysis conditional-probability information-topology statistical-structures information-cohomology statistical-systems
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Apr 11, 2022 - Python
Dimensionality Reduction with Eilenberg-MacLane Coordinates
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Feb 11, 2026 - Python
SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"
deep-learning image-reconstruction pytorch segmentation persistent-homology topological-data-analysis topological-machine-learning cubical-complexes
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Oct 28, 2023 - Python
Synthetic data sets apt for Topological Data Analysis
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Apr 5, 2026 - Python
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