Large-scale, multi-GPU capable, kernel solver
☆200Jul 8, 2026Updated last week
Alternatives and similar repositories for falkon
Users that are interested in falkon are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FALKON implementation used in the experimental section of "FALKON: An Optimal Large Scale Kernel Method"☆30Oct 15, 2020Updated 5 years ago
- Fast algorithm for leverage score sampling, low rank (kernel) matrix factorization and PCA☆17Oct 28, 2023Updated 2 years ago
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,187Updated this week
- This repository contains an implementation of the Batch-BKB algorithm as described in the ICML 2020 paper "Near-linear time Gaussian proc…☆13Jul 14, 2020Updated 6 years ago
- Rudi, A., Camoriano, R. and Rosasco, L., Less is more: Nyström computational regularization. In Advances in Neural Information Processing…☆13Sep 17, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆12Jun 24, 2021Updated 5 years ago
- iDynFor☆16Mar 14, 2024Updated 2 years ago
- ☆11Oct 11, 2024Updated last year
- A Python package to learn the Koopman operator.☆82Jun 25, 2026Updated 3 weeks ago
- EigenPro2 iteration in Tensorflow (Keras)☆23Feb 21, 2019Updated 7 years ago
- A community repository for benchmarking Bayesian methods☆113Nov 29, 2021Updated 4 years ago
- Python package to fetch data from the LIBSVM website.☆20Feb 25, 2026Updated 4 months ago
- Latest and fastest EigenPro that scales to billions of examples☆10Apr 18, 2026Updated 3 months ago
- Fast Gaussian-process inference using Vecchia approximations☆23Jan 29, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Efficient non-linear PCA through kernel PCA with the Nyström method☆13May 19, 2023Updated 3 years ago
- Software library RLCM (recursively low-rank compressed matrices)☆14Apr 15, 2021Updated 5 years ago
- ☆40Apr 29, 2019Updated 7 years ago
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- A Julia package for probabilistic mixture models☆13Sep 14, 2013Updated 12 years ago
- ☆23Jan 25, 2024Updated 2 years ago
- Software dev. for data science (Python)☆16May 1, 2025Updated last year
- ☆175Jul 30, 2024Updated last year
- ☆14Jun 7, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆126Jun 14, 2026Updated last month
- A suite of stochastic optimization methods for solving the empirical risk minimization problem.☆17Nov 20, 2019Updated 6 years ago
- El0ps: An Exact L0-Problem Solver☆13Jan 6, 2026Updated 6 months ago
- ☆18Dec 31, 2018Updated 7 years ago
- ☆12Jun 17, 2022Updated 4 years ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆26Oct 28, 2021Updated 4 years ago
- ☆126Jun 3, 2024Updated 2 years ago
- Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes…☆253Aug 26, 2020Updated 5 years ago
- A framework for reproducible, comparable benchmarks☆326Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- CKN for images☆17Sep 10, 2019Updated 6 years ago
- Deep GPs built on top of TensorFlow/Keras and GPflow☆128Oct 16, 2024Updated last year
- Koopman Kernels for Learning Dynamical Systems from Trajectory Data☆35Nov 23, 2023Updated 2 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆59Apr 15, 2019Updated 7 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,899Jul 10, 2026Updated last week
- A simple adversarial attack on a linear model☆21Apr 25, 2019Updated 7 years ago
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆22Jul 20, 2024Updated 2 years ago