giotto-ai / giotto-tdaView external linksLinks
A high-performance topological machine learning toolbox in Python
☆967Jun 18, 2024Updated last year
Alternatives and similar repositories for giotto-tda
Users that are interested in giotto-tda are comparing it to the libraries listed below
Sorting:
- Topological Data Analysis for Python🐍☆561Dec 15, 2025Updated 2 months ago
- Time series analysis suite☆101Oct 28, 2022Updated 3 years ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆456Mar 19, 2025Updated 10 months ago
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆305Jan 22, 2026Updated 3 weeks ago
- Ripser: efficient computation of Vietoris–Rips persistence barcodes☆347Mar 5, 2024Updated last year
- A Lean Persistent Homology Library for Python☆320Jan 19, 2026Updated 3 weeks ago
- Topological Data Analysis in Python: Simplicial Complex☆124Feb 1, 2026Updated 2 weeks ago
- Deep learning made topological.☆91Jul 25, 2024Updated last year
- A topological machine learning framework based on PyTorch☆201Updated this week
- Mapper implementation (Topological Data Analysis) in Python☆65Jul 16, 2018Updated 7 years ago
- Implementation of the PersLay layer for persistence diagrams☆84Sep 28, 2023Updated 2 years ago
- A curated list of topological data analysis (TDA) resources and links.☆215Nov 7, 2025Updated 3 months ago
- Distances and representations of persistence diagrams☆133Jan 26, 2026Updated 3 weeks ago
- High performance implementation of Vietoris-Rips persistence.☆55May 30, 2024Updated last year
- Topological Data Analysis Routines☆150Updated this week
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆424Feb 22, 2024Updated last year
- Pedagogical Jupyter notebooks for topological data analysis. Topics include basic shapes, sliding window audio/video, lower star filtrat…☆96Mar 3, 2020Updated 5 years ago
- Library for computing persistent homology☆155Dec 25, 2025Updated last month
- Kepler Mapper: A flexible Python implementation of the Mapper algorithm.☆647Dec 15, 2025Updated 2 months ago
- How to detect stock market crashes with topology.☆82Apr 14, 2021Updated 4 years ago
- Open source library for combining TDA and Machine Learning☆85Oct 10, 2023Updated 2 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆73Aug 13, 2024Updated last year
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆123Mar 16, 2023Updated 2 years ago
- RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.☆78Mar 29, 2024Updated last year
- ☆13Sep 24, 2020Updated 5 years ago
- Computing homology of directed flag complexes (based on https://github.com/Ripser/ripser). Online version: https://homepages.abdn.ac.uk/n…☆40Mar 29, 2021Updated 4 years ago
- TTK - Topological Data Analysis and Visualization - Source Code☆466Jan 30, 2026Updated 2 weeks ago
- package for ATOL: Automatic Topologically-Oriented Learning☆24Feb 24, 2025Updated 11 months ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆28Feb 25, 2020Updated 5 years ago
- Topological Data Analysis in Python☆172Feb 20, 2019Updated 6 years ago
- Chowdhury, S. and Mémoli, F., Persistent Path Homology of Directed Networks. SODA 2018.☆13Mar 30, 2021Updated 4 years ago
- The open-source toolbox of easy-to-use topological data analysis tools, developed by GDA.☆63May 27, 2022Updated 3 years ago
- ☆45Feb 24, 2023Updated 2 years ago
- Synthetic data sets apt for Topological Data Analysis☆36Dec 15, 2025Updated 2 months ago
- Dimensionality Reduction with Eilenberg-MacLane Coordinates☆42Jun 26, 2025Updated 7 months ago
- Python code for corresponding blog post on Towards Data Science☆11Jun 22, 2022Updated 3 years ago
- Topological Deep Learning☆320Feb 3, 2026Updated last week
- Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).☆14May 30, 2024Updated last year
- Julia library for homological persistence☆126Jan 28, 2025Updated last year