Deep learning made topological.
☆91Jul 25, 2024Updated 2 years ago
Alternatives and similar repositories for giotto-deep
Users that are interested in giotto-deep 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☆216Feb 11, 2026Updated 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 last year
- Topological Signal Processing in Python☆51Updated this week
- A high-performance topological machine learning toolbox in Python☆1,006Jun 18, 2024Updated 2 years ago
- package for ATOL: Automatic Topologically-Oriented Learning☆24Feb 24, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The essence of my research, distilled for reusability. Enjoy 🥃!☆76Aug 13, 2024Updated 2 years ago
- Implementation of the PersLay layer for persistence diagrams☆86Sep 28, 2023Updated 2 years ago
- Topological Deep Learning☆346Updated this week
- ☆12Aug 21, 2020Updated 6 years ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆132Mar 16, 2023Updated 3 years ago
- ☆42Nov 10, 2025Updated 10 months ago
- High performance implementation of Vietoris-Rips persistence.☆59May 30, 2024Updated 2 years ago
- Local signatures for 3D shapes with persistent homology☆14Jul 10, 2019Updated 7 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆24Oct 22, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Topological Graph Neural Networks (ICLR 2022)☆127Jun 10, 2022Updated 4 years ago
- ☆184Sep 13, 2023Updated 3 years ago
- This code accompanies our paper "A fractal dimension for measures via persistent homology"☆11Jan 15, 2019Updated 7 years ago
- Python library for multiparameter persistence☆44Sep 13, 2026Updated last week
- Bayesian inference on wiring diagrams.☆18Sep 28, 2023Updated 2 years ago
- Persistence differentiation with Gudhi and Tensorflow☆20Sep 28, 2023Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆154Jan 18, 2022Updated 4 years ago
- V-Mapper -☆10Aug 6, 2023Updated 3 years ago
- A curated list of topological deep learning (TDL) resources and links.☆296Oct 20, 2025Updated 11 months 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 for Python🐍☆579Aug 3, 2026Updated last month
- An object oriented python library for topological data analysis of high-throughput single-cell RNA-seq data☆52Jul 12, 2018Updated 8 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…☆482Mar 31, 2026Updated 5 months ago
- Simplicial neural network benchmarking software☆18Jun 9, 2022Updated 4 years ago
- ☆22Mar 10, 2021Updated 5 years ago
- Representation Learning on Topological Domains☆99Updated this week
- rest2vec: Vectorizing the resting-state functional connectome using graph embedding☆10Jul 6, 2023Updated 3 years ago
- Synthetic data sets apt for Topological Data Analysis☆41Aug 8, 2026Updated last month
- Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory☆13May 31, 2022Updated 4 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.
- A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch☆430Feb 22, 2024Updated 2 years ago
- A generative model of compositionality in symmetric monoidal (Kleisli) categories☆12Oct 4, 2023Updated 2 years ago
- Python-based persistent homology algorithms☆19Jul 21, 2023Updated 3 years ago
- Computing on Topological Domains☆284Updated this week
- Website for Particle Physics Domain (UCSD Capstone)☆12Oct 23, 2021Updated 4 years ago
- HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent …☆24Mar 4, 2024Updated 2 years ago
- ☆11Mar 18, 2024Updated 2 years ago