gaussian-processes

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d2l-ai /d2l-en

Star26.3k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

UpdatedAug 18, 2024
Python

ddbourgin /numpy-ml

Star16.1k

Machine learning, in numpy

machine-learning reinforcement-learning word2vec lstm neural-networks gaussian-mixture-models vae topic-modeling attention resnet bayesian-inference wavenet mfcc knn gaussian-processes hidden-markov-models gradient-boosting wgan-gp good-turing-smoothing

UpdatedOct 29, 2023
Python

bayesian-optimization /BayesianOptimization

Star8.3k

A Python implementation of global optimization with gaussian processes.

python simple optimization gaussian-processes bayesian-optimization

UpdatedJul 15, 2025
Python

cornellius-gp /gpytorch

Star3.7k

A highly efficient implementation of Gaussian Processes in PyTorch

pytorch gpu-acceleration gaussian-processes

UpdatedJul 15, 2025
Python

google /neural-tangents

Star2.4k

Fast and Easy Infinite Neural Networks in Python

kernel neural-networks gradient-descent bayesian-inference gaussian-processes bayesian-networks deep-networks gradient-flow jax infinite-networks training-dynamics neural-tangents kernel-computation

UpdatedMar 1, 2024
Jupyter Notebook

GPflow /GPflow

Star1.9k

Gaussian processes in TensorFlow

machine-learning deep-learning tensorflow ml gaussian-processes variational-inference bayesian-statistics markov-chain-monte-carlo stochastic-processes gp gpflow

UpdatedMay 29, 2025
Python

krasserm /bayesian-machine-learning

Star1.9k

Notebooks about Bayesian methods for machine learning

machine-learning bayesian-methods gaussian-processes bayesian-optimization bayesian-machine-learning variational-autoencoder

UpdatedMar 6, 2024
Jupyter Notebook

GeoStat-Framework /PyKrige

Star829

Kriging Toolkit for Python

interpolation spatial-analysis gaussian-processes geostatistics kriging spatial-statistics

UpdatedSep 3, 2024
Python

fabsig /GPBoost

Star623

Combining tree-boosting with Gaussian process and mixed effects models

python data-science machine-learning r cpp artificial-intelligence mixed-effects gaussian-processes boosting

UpdatedJul 15, 2025
C++

JaxGaussianProcesses /GPJax

Sponsor

Star522

Gaussian processes in JAX and Flax.

machine-learning probabilistic-programming bayesian-inference gaussian-processes jax

UpdatedJun 23, 2025
Python

jrvansuita /GaussianBlur

Star511

🎩 An easy and fast library to apply gaussian blur filter on any images.

android image canvas filter bitmap image-processing blur gaussian drawable filters renderscript image-compression gaussian-processes gaussian-filter blur-backgrounds blurry gaussianblur

UpdatedApr 28, 2022
Java

dfm /george

Star460

Fast and flexible Gaussian Process regression in Python

python c-plus-plus time-series cpp gaussian-processes

UpdatedJul 7, 2025
C++

ARM-software /mango

Star419

Parallel Hyperparameter Tuning in Python

machine-learning neural-network parallel-computing neural-networks hyperparameter-optimization tuning-parameters gaussian-processes bayesian-optimization hyperparameter-tuning cluster-deployment sklearn-compatible kubernetes-deployment tensorflow-examples blackbox-optimization production-system keras-examples scipy-compatible pytorch-compatible

UpdatedFeb 21, 2025
Jupyter Notebook

JuliaGaussianProcesses /Stheno.jl

Star345

Probabilistic Programming with Gaussian processes in Julia

machine-learning probabilistic-programming bayesian-inference gaussian-processes approximate-inference

UpdatedApr 1, 2025
Julia

gtrll /gpmp2

Star336

Gaussian Process Motion Planner 2

robotics inference motion-planning trajectory-optimization gaussian-processes

UpdatedAug 28, 2022
C++

nrontsis /PILCO

Star331

Bayesian Reinforcement Learning in Tensorflow

machine-learning reinforcement-learning tensorflow gaussian-processes model-based-rl

UpdatedFeb 15, 2021
Python

ohirose /bcpd

Star319

Bayesian Coherent Point Drift / Domain Elastic Transform

outlier-detection bayesian-inference gaussian-processes variational-inference shape-analysis point-cloud-registration shape-matching coherent-point-drift non-rigid-registration downsampling point-set-registration shape-deformation

UpdatedJun 17, 2025
C

thuijskens /bayesian-optimization

Star311

Python code for bayesian optimization using Gaussian processes

optimization hyperparameter-optimization gaussian-processes

UpdatedDec 6, 2016
Jupyter Notebook

hoangcuong2011 /Good-Papers

Star283

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

machine-learning natural-language-processing computer-vision deep-learning neural-network semi-supervised-learning convolutional-networks neural-machine-translation representation-learning gaussian-processes variational-inference kernel-learning variational-autoencoders deep-kernel-learning

UpdatedJun 5, 2019

JuliaGaussianProcesses /KernelFunctions.jl

Star274

Julia package for kernel functions for machine learning

machine-learning gaussian-processes kernels kernel-functions

UpdatedJun 16, 2025
Julia

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