nalexai / hyperlib
Library that contains implementations of machine learning components in the hyperbolic space
☆132Updated 9 months ago
Alternatives and similar repositories for hyperlib:
Users that are interested in hyperlib are comparing it to the libraries listed below
- Hyperbolic PCA via Horospherical Projections☆69Updated last year
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆257Updated last year
- Differentiable Algorithms and Algorithmic Supervision.☆111Updated last year
- Differentiable Sorting Networks☆109Updated last year
- ☆98Updated 3 years ago
- ☆34Updated last month
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆76Updated 3 years ago
- Tensorflow implementation and notebooks for Implicit Maximum Likelihood Estimation☆67Updated 2 years ago
- Official implementation (learning part) for paper: Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models☆18Updated 5 months ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆82Updated 2 years ago
- Official PyTorch implementation of Hyperbolic Neural Networks++☆64Updated 3 years ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆49Updated 6 months ago
- A centralized place for deep thinking code and experiments☆78Updated last year
- code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".☆123Updated last year
- Integrate pytorch☆46Updated 3 years ago
- Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"☆60Updated 2 years ago
- Graph Data Augmentation Library for PyTorch Geometric☆129Updated 2 years ago
- Hyperbolic Neural Networks, pytorch☆86Updated 5 years ago
- Euclidean Wasserstein-2 optimal transportation☆44Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆128Updated 2 years ago
- Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112☆172Updated 4 years ago
- Official Implementation of the ICML 2023 paper: "Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally …☆69Updated last year
- Neural Turing Machines in pytorch☆48Updated 3 years ago
- ☆35Updated 2 years ago
- Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)☆128Updated 4 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆158Updated last year
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆115Updated 3 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆86Updated last year
- ☆108Updated 2 years ago
- Hyperbolic Hierarchical Clustering.☆197Updated last year