BorgwardtLab / Neural-PersistenceLinks
Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'
☆31Updated 6 years ago
Alternatives and similar repositories for Neural-Persistence
Users that are interested in Neural-Persistence are comparing it to the libraries listed below
Sorting:
- ☆31Updated 4 years ago
- My persistent homology related code.☆26Updated 5 years ago
- Deprecated repository for "Deep Learning with Topological Signatures"☆36Updated 5 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆67Updated 10 months ago
- Implementation of the PersLay layer for persistence diagrams☆81Updated last year
- package for ATOL: Automatic Topologically-Oriented Learning☆24Updated 4 months ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆51Updated 3 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆45Updated 6 years ago
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆43Updated 4 years ago
- Computing homology of directed flag complexes (based on https://github.com/Ripser/ripser). Online version: https://homepages.abdn.ac.uk/n…☆36Updated 4 years ago
- Open source library for combining TDA and Machine Learning☆85Updated last year
- Vectorization of persistence diagrams and approximate Wasserstein distance☆27Updated 5 years ago
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆35Updated 4 years ago
- Chowdhury, S. and Mémoli, F., Persistent Path Homology of Directed Networks. SODA 2018.☆12Updated 4 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆50Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆150Updated 3 years ago
- ☆38Updated 5 years ago
- Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"☆71Updated 9 years ago
- Synthetic data sets apt for Topological Data Analysis☆36Updated 3 months ago
- Topological Data Analysis in Python: Simplicial Complex☆123Updated last week
- Statistics on the space of asymmetric networks via Gromov-Wasserstein distance☆13Updated 5 years ago
- A python package for computing Persistence Curves☆19Updated 3 years ago
- Persistence differentiation with Gudhi and Tensorflow☆18Updated last year
- Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube☆47Updated 5 years ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆110Updated 2 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Updated 2 years ago
- Mapper Interactive is a customizable visualization framework for the analysis and visualization of high-dimensional point cloud data usin…☆21Updated 2 years ago
- Local signatures for 3D shapes with persistent homology☆13Updated 5 years ago
- GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices☆18Updated 3 years ago
- Notebooks for IPAM Tutorial, March 15 2019☆24Updated 6 years ago