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Top 73 gaussian-processes open source projects

TrendinessOfTrends

The Trendiness of Trends

✭ 14

TeX r Stan statistics biostatistics bayesian-inference stan gaussian-processes

Combining tree-boosting with Gaussian process and mixed effects models

✭ 360

C++fortran r python c CMake data-science machine-learning artificial-intelligence mixed-effects gaussian-processes boosting

A didactic Gaussian process package for researchers in Jax.

✭ 159

python TeX Makefile machine-learning bayesian-inference gaussian-processes jax

"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019

✭ 22

Jupyter Notebook python machine-learning deep-learning tensorflow sklearn machine-learning-algorithms keras deep-reinforcement-learning regression classification gaussian-processes

Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX

✭ 84

Jupyter Notebook python shell machine-learning signal-processing gaussian-processes state-space-models kalman-smoother approximate-bayesian-inference

Differentiable Gaussian Process implementation for PyTorch

✭ 18

python machine-learning pytorch artificial-intelligence gaussian-processes auto-differentiation gaussian-process-regression

A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang.

✭ 47

go machine-learning optimization hyperparameter-optimization bayesopt gaussian-processes bayesianoptimization blackbox-optimizer

approxposterior

A Python package for approximate Bayesian inference and optimization using Gaussian processes

✭ 36

python inference bayesian-inference gaussian-processes bayesian-optimization approximate-inference

Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features

✭ 21

Jupyter Notebook python matlab gaussian-processes variational-inference aistats

pyrff: Python implementation of random fourier feature approximations for gaussian processes

✭ 24

Jupyter Notebook python thompson-sampling gaussian-processes bayesian-optimization

customized GPflow with simple Tensorflow API

✭ 17

python machine-learning gaussian-processes

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

✭ 89

julia time-series julia-language bayesian-inference gaussian-processes

61-73 of 73 gaussian-processes projects