Search Results - RepositoryStats

4.4k

24.3k

other

419

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

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

Created 2018-10-09

6,491 commits to master branch, last one 9 months ago

numpy-ml ddbourgin

3.8k

15.8k

gpl-3.0

461

Machine learning, in numpy

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

Created 2019-04-06

348 commits to master branch, last one 2 years ago

BayesianOptimization bayesian-optimization

1.6k

8.0k

mit

131

A Python implementation of global optimization with gaussian processes.

python simple optimization gaussian-processes bayesian-optimization

Created 2014-06-06

390 commits to master branch, last one 2 days ago

gpytorch cornellius-gp

562

3.6k

mit

58

A highly efficient implementation of Gaussian Processes in PyTorch

pytorch gpu-acceleration gaussian-processes

Created 2017-06-09

3,907 commits to main branch, last one 9 days ago

neural-tangents google

227

2.3k

apache-2.0

62

Fast and Easy Infinite Neural Networks in Python

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

Created 2019-04-08

650 commits to main branch, last one 9 months ago

GPflow GPflow

434

1.9k

apache-2.0

76

Gaussian processes in TensorFlow

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

Created 2016-01-14

2,451 commits to develop branch, last one 2 months ago

bayesian-machine-learning krasserm

464

1.8k

apache-2.0

77

Notebooks about Bayesian methods for machine learning

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

Created 2018-03-19

136 commits to dev branch, last one 9 months ago

PyKrige GeoStat-Framework

190

776

bsd-3-clause

36

Kriging Toolkit for Python

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

Created 2014-10-01

327 commits to main branch, last one 6 months ago

GPBoost fabsig

46

580

other

12

Combining tree-boosting with Gaussian process and mixed effects models

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

Created 2020-04-03

1,027 commits to master branch, last one a day ago

GaussianBlur jrvansuita

88

508

mit

9

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

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

Created 2016-11-10

50 commits to master branch, last one 2 years ago

GPJax JaxGaussianProcesses

54

468

apache-2.0

4

Gaussian processes in JAX.

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

Created 2020-09-27

1,366 commits to main branch, last one 25 days ago

george dfm

127

451

mit

24

Fast and flexible Gaussian Process regression in Python

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

Created 2012-09-27

582 commits to main branch, last one 22 days ago

mango ARM-software

47

404

apache-2.0

11

Parallel Hyperparameter Tuning in Python

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

Created 2019-10-18

281 commits to main branch, last one 3 months ago

Stheno.jl JuliaGaussianProcesses

26

341

other

13

Probabilistic Programming with Gaussian processes in Julia

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

Created 2017-08-15

482 commits to master branch, last one about a year ago

gpmp2 gtrll

98

316

other

20

Gaussian Process Motion Planner 2

robotics inference motion-planning gaussian-processes trajectory-optimization

Created 2016-06-14

115 commits to main branch, last one 2 years ago

PILCO nrontsis

83

315

mit

18

Bayesian Reinforcement Learning in Tensorflow

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

Created 2018-06-13

72 commits to master branch, last one 3 years ago

bcpd ohirose

39

300

mit

9

Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

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

Created 2019-03-31

63 commits to master branch, last one 5 months ago

KernelFunctions.jl JuliaGaussianProcesses

33

267

mit

8

Julia package for kernel functions for machine learning

kernels kernel-functions machine-learning gaussian-processes

Created 2019-05-24

747 commits to master branch, last one 26 days ago

keras-gp alshedivat

55

248

mit

11

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

keras theano tensorflow neural-networks machine-learning gaussian-processes

Created 2016-09-30

67 commits to master branch, last one 3 years ago

limbo resibots

52

244

other

34

A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)

gaussian-processes optimization-library bayesian-optimization optimization-framework

Created 2014-07-21

1,537 commits to master branch, last one about a year ago

Universal_Head_3DMM steliosploumpis

23

244

other

13

This is a Project Page of 'Towards a complete 3D morphable model of the human head'

eye pca uhm 3dmm face head ear-model ear-shape eye-model morphable universal regression head-shapes registration gaussian-processes complete-head-model universal-head-model

Created 2020-01-07

64 commits to master branch, last one 2 years ago

BayesNewton AaltoML

28

229

apache-2.0

11

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

jax markov-gps sparse-gps machine-learning signal-processing gaussian-processes state-space-models approximate-bayesian-inference

Created 2021-03-19

119 commits to main branch, last one about a year ago

safe_learning befelix

65

227

mit

11

Safe reinforcement learning with stability guarantees

safety stability gaussian-processes dynamic-programming reinforcement-learning

Created 2017-11-03

531 commits to master branch, last one 4 years ago

AbstractGPs.jl JuliaGaussianProcesses

21

227

other

9

Abstract types and methods for Gaussian Processes.

gps julia gaussian-processes probabilistic-programming

Created 2020-04-10

220 commits to master branch, last one 5 months ago

vbmc acerbilab

41

220

bsd-3-clause

12

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

matlab data-analysis machine-learning bayesian-inference gaussian-processes variational-inference

Created 2018-05-04

760 commits to master branch, last one about a year ago

stheno wesselb

19

219

mit

10

Gaussian process modelling in Python

python machine-learning gaussian-processes

Created 2017-06-13

675 commits to master branch, last one 6 days ago

gpax ziatdinovmax

28

216

mit

7

Gaussian Processes for Experimental Sciences

active-learning machine-learning bayesian-inference gaussian-processes hypothesis-learning deep-kernel-learning bayesian-optimization multi-fidelity-learning bayesian-neural-networks

Created 2021-10-28

787 commits to main branch, last one 7 months ago

Survival-Analysis-using-Deep-Learning robi56

67

214

unknown

19

This repository contains morden baysian statistics and deep learning based research articles , software for survival analysis

healthcare time-series deep-learning time-to-event cancer-research machine-learning survival-analysis bayesian-inference gaussian-processes

Created 2018-02-06

13 commits to master branch, last one 3 years ago

exoplanet exoplanet-dev

52

208

mit

19

Fast & scalable MCMC for all your exoplanet needs!

mcmc pymc3 astronomy exoplanet exoplanets time-series astrophysics bayesian-inference exoplanet-transits gaussian-processes time-series-analysis exoplanet-radial-velocities

Created 2018-06-20

1,292 commits to main branch, last one about a month ago

pySOT dme65

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205

other

22

Surrogate Optimization Toolbox for Python

asynchronous optimization surrogate-models gaussian-processes global-optimization bayesian-optimization radial-basis-function black-box-optimization surrogate-based-optimization global-optimization-algorithms

Created 2015-06-03

321 commits to master branch, last one 3 years ago