neonnnnn / pyrfmLinks
A library for random feature maps in Python.
☆16Updated 4 years ago
Alternatives and similar repositories for pyrfm
Users that are interested in pyrfm are comparing it to the libraries listed below
Sorting:
- pyrff: Python implementation of random fourier feature approximations for gaussian processes☆28Updated 2 months ago
- Bayesian optimization of discrete sequences☆21Updated 3 years ago
- Minimal Gaussian process library in JAX with a simple (custom) approach to state management.☆12Updated last year
- ☆30Updated 8 months ago
- Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods☆22Updated last year
- Non-stationary spectral mixture kernels implemented in GPflow☆28Updated 6 years ago
- Code repo for "Function-Space Distributions over Kernels"☆31Updated 4 years ago
- Modular Gaussian Processes☆15Updated 3 years ago
- Graph Learning with JAX☆14Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- Library for Bayesian Quadrature☆32Updated 6 years ago
- Bayesian algorithm execution (BAX)☆49Updated 3 years ago
- A lightweight didactic library of kernel methods using the back-end JAX.☆12Updated 2 years ago
- Repository for DTU Special Course, focusing on Variational Inference using Normalizing Flows (VINF). Supervised by Michael Riis Andersen☆25Updated 4 years ago
- Implementation of GPLVM and Bayesian GPLVM in pytorch/gpytorch☆15Updated 3 years ago
- "Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.☆14Updated last year
- Learning with operator-valued kernels☆22Updated 2 years ago
- Turning SymPy expressions into JAX functions☆45Updated 4 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆72Updated 4 years ago
- Supplementary code for the NeurIPS 2020 paper "Matern Gaussian processes on Riemannian manifolds".☆29Updated 4 months ago
- Kernels, the machine learning ones☆14Updated 2 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- A generic interface for linear algebra backends☆73Updated 3 months ago
- Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.☆22Updated 11 years ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆25Updated 3 years ago
- Layered distributions using FLAX/JAX☆10Updated 4 years ago
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated last month
- Supplementary code for the paper "Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces"☆43Updated last year
- A basic implementation of the paper Eigengame : PCA as a Nash Equilibrium☆21Updated 3 years ago
- Source code repository for the AISTAT 2023 paper Transport Reversible Jump Proposals.☆10Updated 2 years ago