A curated list of topological data analysis (TDA) resources and links.
☆217May 12, 2026Updated last week
Alternatives and similar repositories for awesome-tda
Users that are interested in awesome-tda are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A topological machine learning framework based on PyTorch☆210Feb 11, 2026Updated 3 months ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆470Mar 31, 2026Updated last month
- A high-performance topological machine learning toolbox in Python☆991Jun 18, 2024Updated last year
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆361Mar 5, 2024Updated 2 years ago
- Topological Data Analysis in Python: Simplicial Complex☆122Updated this week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Topological Data Analysis Routines☆150Updated this week
- Pedagogical Jupyter notebooks for topological data analysis. Topics include basic shapes, sliding window audio/video, lower star filtrat…☆97Mar 3, 2020Updated 6 years ago
- Tutorial on Topological Data Analysis☆29Feb 23, 2026Updated 2 months ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆312May 11, 2026Updated last week
- Distances and representations of persistence diagrams☆139Apr 5, 2026Updated last month
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆47Oct 9, 2020Updated 5 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆154Jan 18, 2022Updated 4 years ago
- R pipeline for computing persistent homology in topological data analysis. See https://doi.org/10.21105/joss.00860 for more details.☆41Feb 26, 2026Updated 2 months ago
- This tutorial accompanies the NSF-CBMS Conference and Software Day on Topological Methods in Machine Learning and Artificial Intelligence…☆22May 18, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.☆80Mar 29, 2024Updated 2 years ago
- package for ATOL: Automatic Topologically-Oriented Learning☆24Feb 24, 2025Updated last year
- ☆37Feb 14, 2021Updated 5 years ago
- The open-source toolbox of easy-to-use topological data analysis tools, developed by GDA.☆64May 27, 2022Updated 3 years ago
- Synthetic data sets apt for Topological Data Analysis☆38Apr 11, 2026Updated last month
- A topological data analysis library for Haskell☆29Mar 16, 2021Updated 5 years ago
- Dimensionality Reduction with Eilenberg-MacLane Coordinates☆41Feb 11, 2026Updated 3 months ago
- Library for computing persistent homology☆156Dec 25, 2025Updated 4 months ago
- A Lean Persistent Homology Library for Python☆333Apr 25, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Topological Data Analysis on Convolutional Neural Network activations☆12Sep 23, 2016Updated 9 years ago
- Automatic differentiation through persistence diagrams with PyTorch☆19May 28, 2024Updated last year
- Implementation of Mapper algorithm for Topological Data Analysis☆45Jun 6, 2020Updated 5 years ago
- Implementation of the PersLay layer for persistence diagrams☆84Sep 28, 2023Updated 2 years ago
- Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'☆30Feb 25, 2019Updated 7 years ago
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆426Feb 22, 2024Updated 2 years ago
- ☆48Mar 23, 2018Updated 8 years ago
- Topological Data Analysis (TDA) for Natural Language Processing (NLP) Applications☆25Apr 27, 2026Updated 3 weeks ago
- RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds☆23Feb 4, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆24Oct 22, 2020Updated 5 years ago
- Python library for multiparameter persistence☆40May 12, 2026Updated last week
- Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays☆67May 13, 2026Updated last week
- awesome-topology-driven-deep-image-analysis☆50Oct 3, 2025Updated 7 months ago
- Fast Computation of Zigzag Persistence☆14Dec 9, 2023Updated 2 years ago
- Topoly Python test package☆10Sep 8, 2025Updated 8 months ago
- Open source Python library for topological data analysis (TDA)☆79Jul 25, 2017Updated 8 years ago