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The Top 23 Gaussian Processes Open Source Projects

Open source projects categorized as Gaussian Processes
Categories > Machine Learning > Gaussian Processes
D2l En ⭐ 20,613
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 3 months ago
Numpy Ml ⭐ 14,162
Machine learning, in numpy
total releases 3most recent commit 6 months ago
Bayesianoptimization ⭐ 7,481
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14most recent commit 23 days agopypi bayesian-optimization} Downloads
Gpytorch ⭐ 3,337
A highly efficient implementation of Gaussian Processes in PyTorch
dependent packages 79total releases 38most recent commit 3 months agopypi gpytorch} Downloads
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30most recent commit 4 months agopypi neural-tangents} Downloads
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39most recent commit 3 months agopypi gpflow} Downloads
Bayesian Machine Learning ⭐ 1,587
Notebooks about Bayesian methods for machine learning
most recent commit a year ago
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9most recent commit 4 months ago
Pykrige ⭐ 670
Kriging Toolkit for Python
dependent packages 20total releases 26most recent commit 6 months agopypi PyKrige} Downloads
Master ⭐ 554
A machine learning course using Python, Jupyter Notebooks, and OpenML
most recent commit a year ago
Gaussianblur ⭐ 491
An easy and fast library to apply gaussian blur filter on any images. 🎩
most recent commit 2 years ago
Gpboost ⭐ 486
Combining tree-boosting with Gaussian process and mixed effects models
dependent packages 2total releases 67most recent commit 3 months agopypi gpboost} Downloads
George ⭐ 434
Fast and flexible Gaussian Process regression in Python
dependent packages 25total releases 11most recent commit 5 months agopypi george} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55most recent commit 3 months agopypi gpjax} Downloads
Stheno.jl ⭐ 327
Probabilistic Programming with Gaussian processes in Julia
most recent commit 6 months ago
Mango ⭐ 289
Parallel Hyperparameter Tuning in Python
dependent packages 1total releases 6most recent commit 9 months agopypi arm-mango} Downloads
Gaussianprocesses.jl ⭐ 289
A Julia package for Gaussian Processes
most recent commit a year ago
Kernelfunctions.jl ⭐ 260
Julia package for kernel functions for machine learning
most recent commit 5 months ago
Good Papers ⭐ 231
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
most recent commit 5 years ago
Gpmp2 ⭐ 223
Gaussian Process Motion Planner 2
most recent commit 2 years ago
Limbo ⭐ 223
A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)
most recent commit 6 months ago
Keras Gp ⭐ 219
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
most recent commit 3 years ago
Bcpd ⭐ 218
Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)
most recent commit a year ago
The 10 Most Depended On Gaussian Processes Open Source Projects
Gpytorch ⭐ 3,337
A highly efficient implementation of Gaussian Processes in PyTorch
dependent packages 79total releases 38latest release June 02, 2023most recent commit 3 months agopypi gpytorch} Downloads
Bayesianoptimization ⭐ 7,481
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14latest release April 25, 2023most recent commit 23 days agopypi bayesian-optimization} Downloads
Celerite ⭐ 177
Scalable 1D Gaussian Processes in C++, Python, and Julia
dependent packages 27total releases 14latest release October 07, 2021most recent commit 4 months agopypi celerite} Downloads
George ⭐ 434
Fast and flexible Gaussian Process regression in Python
dependent packages 25total releases 11latest release November 28, 2023most recent commit 5 months agopypi george} Downloads
Pykrige ⭐ 670
Kriging Toolkit for Python
dependent packages 20total releases 26latest release October 16, 2023most recent commit 6 months agopypi PyKrige} Downloads
Gpflow ⭐ 1,783
Gaussian processes in TensorFlow
dependent packages 19total releases 39latest release August 09, 2023most recent commit 3 months agopypi gpflow} Downloads
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34latest release January 11, 2022most recent commit 16 days agopypi exoplanet} Downloads
Btb ⭐ 169
A simple, extensible library for developing AutoML systems
dependent packages 11total releases 29latest release July 28, 2023most recent commit 9 months agopypi baytune} Downloads
Pysot ⭐ 154
Surrogate Optimization Toolbox for Python
dependent packages 9total releases 45latest release June 22, 2020most recent commit 2 years agopypi pySOT} Downloads
Rbayesianoptimization ⭐ 75
Bayesian Optimization of Hyperparameters
dependent packages 7total releases 3latest release June 17, 2021most recent commit 3 years ago
The 10 Latest Releases In Gaussian Processes Open Source Projects
Gpboost ⭐ 486
Combining tree-boosting with Gaussian process and mixed effects models
dependent packages 2total releases 67latest release December 04, 2023most recent commit 3 months agopypi gpboost} Downloads
Egobox ⭐ 39
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
dependent packages 4total releases 15latest release November 30, 2023most recent commit 3 months agocargo egobox-doe} Downloads
George ⭐ 434
Fast and flexible Gaussian Process regression in Python
dependent packages 25total releases 11latest release November 28, 2023most recent commit 5 months agopypi george} Downloads
Gpjax ⭐ 352
Gaussian processes in JAX.
dependent packages 5total releases 55latest release November 27, 2023most recent commit 3 months agopypi gpjax} Downloads
Pykrige ⭐ 670
Kriging Toolkit for Python
dependent packages 20total releases 26latest release October 16, 2023most recent commit 6 months agopypi PyKrige} Downloads
Gpax ⭐ 163
Gaussian Processes for Experimental Sciences
total releases 8latest release October 11, 2023most recent commit 3 months ago
Surmise ⭐ 9
A python package for surrogate models that interface with calibration and other tools
total releases 4latest release September 26, 2023most recent commit 5 months ago
Dgp ⭐ 13
Python package 'dgpsi' for deep and linked Gaussian process emulations
total releases 10latest release September 02, 2023most recent commit 3 months ago
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30latest release August 24, 2023most recent commit 4 months agopypi neural-tangents} Downloads
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