A topological machine learning framework based on PyTorch
☆202Feb 11, 2026Updated 3 weeks ago
Alternatives and similar repositories for pytorch-topological
Users that are interested in pytorch-topological are comparing it to the libraries listed below
Sorting:
- Python-based persistent homology algorithms☆19Jul 21, 2023Updated 2 years ago
- Deep learning made topological.☆91Jul 25, 2024Updated last year
- The essence of my research, distilled for reusability. Enjoy 🥃!☆73Aug 13, 2024Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆126Jun 10, 2022Updated 3 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆153Jan 18, 2022Updated 4 years ago
- A high-performance topological machine learning toolbox in Python☆973Jun 18, 2024Updated last year
- SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"☆41Oct 28, 2023Updated 2 years ago
- A curated list of topological data analysis (TDA) resources and links.☆216Nov 7, 2025Updated 3 months ago
- Topological Deep Learning☆324Feb 26, 2026Updated last week
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆423Feb 22, 2024Updated 2 years ago
- Python functions to compute multiparameter persistence landscapes from a RIVET file☆14Jul 13, 2024Updated last year
- High performance implementation of Vietoris-Rips persistence.☆55May 30, 2024Updated last year
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆25Oct 22, 2020Updated 5 years ago
- Computing on Topological Domains☆260Updated this week
- The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimension…☆306Feb 25, 2026Updated last week
- Topological Data Analysis in Python: Simplicial Complex☆124Feb 23, 2026Updated last week
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆45Oct 9, 2020Updated 5 years ago
- Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays☆60Feb 23, 2026Updated last week
- TARDIS: Topological Algorithms for Robust DIscovery of Singularities☆44Jul 28, 2023Updated 2 years ago
- Computational and Applied Topology List☆26Jan 29, 2026Updated last month
- Vectorization of persistence diagrams and approximate Wasserstein distance☆28Feb 25, 2020Updated 6 years ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆124Mar 16, 2023Updated 2 years ago
- DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory☆48Sep 19, 2023Updated 2 years ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆32Feb 19, 2026Updated 2 weeks ago
- Topological Signal Processing in Python☆41Oct 23, 2025Updated 4 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…☆458Mar 19, 2025Updated 11 months ago
- RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds☆22Feb 4, 2022Updated 4 years ago
- This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.☆36Feb 13, 2023Updated 3 years ago
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated last year
- Synthetic data sets apt for Topological Data Analysis☆36Feb 24, 2026Updated last week
- RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.☆78Mar 29, 2024Updated last year
- awesome-topology-driven-deep-image-analysis☆50Oct 3, 2025Updated 5 months ago
- A library for exploring persistent homology☆104Jul 16, 2025Updated 7 months ago
- EquiPy is a Python package implementing sequential fairness on the predicted outputs of Machine Learning models, addressing multiple sens…☆12Mar 7, 2025Updated 11 months ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆23Dec 10, 2020Updated 5 years ago
- ☆11May 20, 2022Updated 3 years ago
- ☆178Sep 13, 2023Updated 2 years ago
- Implementation of the PersLay layer for persistence diagrams☆84Sep 28, 2023Updated 2 years ago
- Topological Data Analysis for Python🐍☆563Dec 15, 2025Updated 2 months ago