Topic: gaussian-processes Goto Github

👇 Here are 752 public repositories matching this topic...

aaltoml / bayesnewton
gaussian-processes,Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
Organization: aaltoml
approximate-bayesian-inference gaussian-processes jax machine-learning markov-gps signal-processing sparse-gps state-space-models

acerbilab / vbmc
gaussian-processes,Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
Organization: acerbilab
bayesian-inference variational-inference gaussian-processes data-analysis machine-learning matlab

alshedivat / keras-gp
gaussian-processes,Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
User: alshedivat
gaussian-processes keras machine-learning neural-networks tensorflow theano

arm-software / mango
gaussian-processes,Parallel Hyperparameter Tuning in Python
Organization: arm-software
hyperparameter-optimization blackbox-optimization hyperparameter-tuning parallel-computing machine-learning tuning-parameters sklearn-compatible scipy-compatible tensorflow-examples keras-examples

bayesian-optimization / bayesianoptimization
gaussian-processes,A Python implementation of global optimization with gaussian processes.
Organization: bayesian-optimization
Home Page: https://bayesian-optimization.github.io/BayesianOptimization/index.html
bayesian-optimization gaussian-processes optimization python simple

bayeswatch / deep-kernel-transfer
gaussian-processes,Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)
Organization: bayeswatch
Home Page: https://arxiv.org/abs/1910.05199
gaussian-processes few-shot-learning bayesian-methods deep-learning deep-kernel-learning one-shot-learning kernel-methods classification regression gpytorch

befelix / safe_learning
gaussian-processes,Safe reinforcement learning with stability guarantees
User: befelix
dynamic-programming gaussian-processes reinforcement-learning safety stability

befelix / safeopt
gaussian-processes,Safe Bayesian Optimization
User: befelix
gaussian-processes optimization reinforcement-learning robotics safety

cornellius-gp / gpytorch
gaussian-processes,A highly efficient implementation of Gaussian Processes in PyTorch
Organization: cornellius-gp
gaussian-processes gpu-acceleration pytorch

d2l-ai / d2l-en
gaussian-processes,Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Organization: d2l-ai
Home Page: https://D2L.ai
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet

ddbourgin / numpy-ml
gaussian-processes,Machine learning, in numpy
User: ddbourgin
Home Page: https://numpy-ml.readthedocs.io/
machine-learning neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet

dfm / celerite
gaussian-processes,Scalable 1D Gaussian Processes in C++, Python, and Julia
User: dfm
Home Page: http://celerite.rtfd.io
python gaussian-processes astronomy time-series stars exoplanets julia cpp c-plus-plus

dfm / george
gaussian-processes,Fast and flexible Gaussian Process regression in Python
User: dfm
Home Page: http://george.readthedocs.io
python gaussian-processes time-series cpp c-plus-plus

dme65 / pysot
gaussian-processes,Surrogate Optimization Toolbox for Python
User: dme65
optimization asynchronous global-optimization global-optimization-algorithms bayesian-optimization surrogate-based-optimization surrogate-models radial-basis-function gaussian-processes black-box-optimization

exoplanet-dev / exoplanet
gaussian-processes,Fast & scalable MCMC for all your exoplanet needs!
Organization: exoplanet-dev
Home Page: https://docs.exoplanet.codes
exoplanet exoplanet-transits exoplanet-radial-velocities mcmc gaussian-processes bayesian-inference pymc3 time-series time-series-analysis astronomy

fabsig / gpboost
gaussian-processes,Combining tree-boosting with Gaussian process and mixed effects models
User: fabsig
artificial-intelligence boosting cpp data-science gaussian-processes machine-learning mixed-effects python r

gabrieltseng / pycrop-yield-prediction
gaussian-processes,A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
User: gabrieltseng
machine-learning agriculture remote-sensing deep-learning gaussian-processes

gdroguski / gaussianprocesses
gaussian-processes,Python3 project applying Gaussian process regression for forecasting stock trends
User: gdroguski
python gaussian-processes stock-price-prediction machine-learning regression

geostat-framework / pykrige
gaussian-processes,Kriging Toolkit for Python
Organization: geostat-framework
Home Page: https://pykrige.readthedocs.io
kriging interpolation geostatistics spatial-analysis gaussian-processes spatial-statistics

google / neural-tangents
gaussian-processes,Fast and Easy Infinite Neural Networks in Python
Organization: google
Home Page: https://iclr.cc/virtual_2020/poster_SklD9yrFPS.html
neural-networks infinite-networks gaussian-processes training-dynamics neural-tangents jax kernel deep-networks kernel-computation gradient-descent

gpflow / gpflow
gaussian-processes,Gaussian processes in TensorFlow
Organization: gpflow
gaussian-processes tensorflow gpflow machine-learning variational-inference bayesian-statistics markov-chain-monte-carlo stochastic-processes deep-learning ml

gpstuff-dev / gpstuff
gaussian-processes,GPstuff - Gaussian process models for Bayesian analysis
Organization: gpstuff-dev
Home Page: http://research.cs.aalto.fi/pml/software/gpstuff/
bayesian gaussian-processes bayesian-inference bayesian-optimization classification regression survival-analysis spatial-analysis covariance-functions expectation-propagation

gradientinstitute / aboleth
gaussian-processes,A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
Organization: gradientinstitute
deep-learning deep-neural-networks bayesian-inference bayesian-machine-learning tensorflow gaussian-processes

gtrll / gpmp2
gaussian-processes,Gaussian Process Motion Planner 2
Organization: gtrll
motion-planning trajectory-optimization gaussian-processes inference robotics

gtrll / gpslam
gaussian-processes,Sparse Gaussian Processes for SLAM
Organization: gtrll
slam gaussian-processes

hilo-mpc / hilo-mpc
gaussian-processes,HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems
Organization: hilo-mpc
Home Page: https://www.ccps.tu-darmstadt.de/research_ccps/hilo_mpc/
gaussian-processes hybrid-modeling machine-learning model-predictive-control moving-horizon-estimation neural-networks model-based-optimization kalman-filters particle-filters lqr

hoangcuong2011 / good-papers
gaussian-processes,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
User: hoangcuong2011
deep-learning machine-learning natural-language-processing computer-vision gaussian-processes variational-autoencoders neural-machine-translation neural-network convolutional-networks semi-supervised-learning

jaxgaussianprocesses / gpjax
gaussian-processes,Gaussian processes in JAX.
Organization: jaxgaussianprocesses
Home Page: https://docs.jaxgaussianprocesses.com/
gaussian-processes jax probabilistic-programming bayesian-inference machine-learning

jrvansuita / gaussianblur
gaussian-processes,🎩 An easy and fast library to apply gaussian blur filter on any images.
User: jrvansuita
gaussianblur gaussian-processes gaussian gaussian-filter filter image-processing image android canvas renderscript

juliagaussianprocesses / abstractgps.jl
gaussian-processes,Abstract types and methods for Gaussian Processes.
Organization: juliagaussianprocesses
Home Page: https://juliagaussianprocesses.github.io/AbstractGPs.jl/dev
gaussian-processes julia gps probabilistic-programming

juliagaussianprocesses / kernelfunctions.jl
gaussian-processes,Julia package for kernel functions for machine learning
Organization: juliagaussianprocesses
Home Page: https://juliagaussianprocesses.github.io/KernelFunctions.jl/stable/
gaussian-processes kernel-functions kernels machine-learning

juliagaussianprocesses / stheno.jl
gaussian-processes,Probabilistic Programming with Gaussian processes in Julia
Organization: juliagaussianprocesses
bayesian-inference probabilistic-programming approximate-inference gaussian-processes machine-learning

kirthevasank / nasbot
gaussian-processes,Neural Architecture Search with Bayesian Optimisation and Optimal Transport
User: kirthevasank
bayesian-optimization neural-architecture-search optimal-transport gaussian-processes

krasserm / bayesian-machine-learning
gaussian-processes,Notebooks about Bayesian methods for machine learning
User: krasserm
machine-learning bayesian-methods bayesian-machine-learning gaussian-processes bayesian-optimization variational-autoencoder

m-clark / miscellaneous-r-code
gaussian-processes,Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.
User: m-clark
r stan jags matlab julia python bayesian mixed-models gaussian-processes factor-analysis

mlbazaar / btb
gaussian-processes,A simple, extensible library for developing AutoML systems
Organization: mlbazaar
Home Page: https://mlbazaar.github.io/BTB/
hyperparameter-optimization multi-armed-bandit gaussian-processes automl

nrontsis / pilco
gaussian-processes,Bayesian Reinforcement Learning in Tensorflow
User: nrontsis
reinforcement-learning model-based-rl gaussian-processes tensorflow machine-learning

ohirose / bcpd
gaussian-processes,Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)
User: ohirose
Home Page: https://ieeexplore.ieee.org/document/9918058
shape-analysis non-rigid-registration variational-inference shape-deformation point-cloud-registration shape-matching point-set-registration downsampling gaussian-processes bayesian-inference

resibots / limbo
gaussian-processes,A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)
Organization: resibots
Home Page: http://www.resibots.eu/limbo
optimization-framework optimization-library bayesian-optimization gaussian-processes

robi56 / survival-analysis-using-deep-learning
gaussian-processes,This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis
User: robi56
survival-analysis gaussian-processes deep-learning bayesian-inference healthcare cancer-research machine-learning time-series time-to-event

robustfieldautonomylab / la3dm
gaussian-processes,Learning-aided 3D mapping
Organization: robustfieldautonomylab
octomap dataset catkin occupancy-prediction gaussian-processes gaussian-process-regression gaussian-process-occupancy-maps mapping occupancy-mapping

simonrennotte / data-efficient-reinforcement-learning-with-probabilistic-model-predictive-control
gaussian-processes,Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments
User: simonrennotte
reinforcement-learning pytorch pytorch-implementation gpytorch gaussian-processes model-predictive-control model-based-reinforcement-learning paper control-animation uncertainty

st-- / interactive-gp-visualization
gaussian-processes,Interactive visualization of Gaussian processes
User: st--
gaussian-processes visualisation demo

steliosploumpis / universal_head_3dmm
gaussian-processes,This is a Project Page of 'Towards a complete 3D morphable model of the human head'
User: steliosploumpis
Home Page: https://arxiv.org/abs/1911.08008
3dmm complete-head-model ear-model ear-shape eye eye-model face gaussian-processes head head-shapes morphable pca registration regression uhm universal universal-head-model

tailhq / dynaml
gaussian-processes,Scala Library/REPL for Machine Learning Research
Organization: tailhq
Home Page: http://tailhq.github.io/DynaML/
machine-learning scala regression repl committee-models classification gaussian-processes scala-library machine-learning-api machine-learning-algorithms

theogf / augmentedgaussianprocesses.jl
gaussian-processes,Gaussian Process package based on data augmentation, sparsity and natural gradients
User: theogf
Home Page: https://theogf.github.io/AugmentedGaussianProcesses.jl/dev/
julia gps gaussian process svm gpc natural-gradients gaussian-processes classification

thuijskens / bayesian-optimization
gaussian-processes,Python code for bayesian optimization using Gaussian processes
User: thuijskens
gaussian-processes hyperparameter-optimization optimization

wesselb / stheno
gaussian-processes,Gaussian process modelling in Python
User: wesselb
machine-learning gaussian-processes python

wujian16 / cornell-moe
gaussian-processes,A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
User: wujian16
bayesian bayesian-optimization machine-learning gaussian-processes hyperparameter-optimization optimization

ziatdinovmax / gpax
gaussian-processes,Gaussian Processes for Experimental Sciences
User: ziatdinovmax
Home Page: http://gpax.rtfd.io
gaussian-processes bayesian-inference machine-learning active-learning bayesian-optimization deep-kernel-learning hypothesis-learning bayesian-neural-networks multi-fidelity-learning