rkwitt / persistence-learning
Persistence Learning
☆15Updated 7 years ago
Alternatives and similar repositories for persistence-learning
Users that are interested in persistence-learning are comparing it to the libraries listed below
Sorting:
- Deprecated repository for "Deep Learning with Topological Signatures"☆36Updated 5 years ago
- Automatically exported from code.google.com/p/dipha☆65Updated 7 years ago
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆43Updated 4 years ago
- Topology of decision boundaries☆28Updated 5 years ago
- My persistent homology related code.☆26Updated 5 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆50Updated 2 years ago
- Open source Python library for topological data analysis (TDA)☆79Updated 7 years ago
- Open source library for combining TDA and Machine Learning☆85Updated last year
- Implementation of the PersLay layer for persistence diagrams☆81Updated last year
- GitHub repository for "Deep Learning on Lie Groups for Skeleton-based Action Recognition", CVPR 2017.☆65Updated 3 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆55Updated 6 years ago
- Python code to directly compute persistence images (PIs) from data (time-series or images) using deep learning.☆26Updated 9 months ago
- Variational Message Passing for Structured VAE (Code for ICLR 2018 paper)☆44Updated 7 years ago
- Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'☆31Updated 6 years ago
- Spatio-temporal alignements: Optimal transport in space and time☆46Updated 3 weeks ago
- Local signatures for 3D shapes with persistent homology☆13Updated 5 years ago
- Distances and representations of persistence diagrams☆130Updated 2 months ago
- Matlab code for tree-Wasserstein distance in the paper "Tree-Sliced Variants of Wasserstein Distances", NeurIPS, 2019. (Tam Le, Makoto Y…☆11Updated 5 years ago
- Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer☆33Updated 6 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- ☆44Updated 7 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆23Updated 6 years ago
- ☆33Updated 7 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆66Updated 9 months ago
- Courses and practical sessions for the Optimal Transport and Machine learning course at Statlearn 2018☆26Updated 7 years ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆26Updated 5 years ago
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆55Updated 3 years ago
- ☆44Updated 2 years ago
- Statistics on the space of asymmetric networks via Gromov-Wasserstein distance☆13Updated 4 years ago
- NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.☆67Updated 5 years ago