andres-fr / skerchLinks
Sketched matrix decompositions for PyTorch
☆70Updated this week
Alternatives and similar repositories for skerch
Users that are interested in skerch are comparing it to the libraries listed below
Sorting:
- PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)☆40Updated 2 months ago
- IVON optimizer for neural networks based on variational learning.☆68Updated 7 months ago
- Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container☆33Updated 2 years ago
- Algorithms for computations on random manifolds made easier☆90Updated last year
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆20Updated 2 years ago
- This repository contains code for applying Riemannian geometry in machine learning.☆77Updated 4 years ago
- Agustinus' very opiniated publication-ready plotting library☆66Updated last month
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- Transformers with doubly stochastic attention☆46Updated 2 years ago
- [TMLR 2022] Curvature access through the generalized Gauss-Newton's low-rank structure: Eigenvalues, eigenvectors, directional derivative…☆17Updated last year
- Squared Non-monotonic Probabilistic Circuits☆22Updated 5 months ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆34Updated 2 years ago
- Matrix-free linear algebra in JAX.☆125Updated last month
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆100Updated last year
- A general-purpose, deep learning-first library for constrained optimization in PyTorch☆125Updated 2 weeks ago
- Convex potential flows☆83Updated 3 years ago
- Laplace Redux -- Effortless Bayesian Deep Learning☆42Updated 3 weeks ago
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆22Updated 7 months ago
- Riemannian Optimization Using JAX☆49Updated last year
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆31Updated 3 years ago
- [AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".☆20Updated 2 years ago
- Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)☆16Updated 2 months ago
- A generic interface for linear algebra backends☆73Updated 3 months ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆40Updated 4 years ago
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆103Updated last year
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆188Updated 6 months ago
- Extensible Tensorflow library for differentiable particle filtering. ICML 2021.☆42Updated 2 years ago
- ☆49Updated 4 years ago
- ☆33Updated 2 years ago
- Normalizing Flows using JAX☆83Updated last year