Search Results - RepositoryStats

987

8.6k

apache-2.0

200

Deep universal probabilistic programming with Python and PyTorch

python pytorch bayesian deep-learning machine-learning bayesian-inference variational-inference probabilistic-modeling probabilistic-programming

Created 2017-06-16

2,496 commits to dev branch, last one 4 days ago

DeepLearning MingchaoZhu

1.3k

6.5k

mit

193

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

python xgboost bayesian deep-learning regularization machine-learning ensemble-learning

Created 2020-02-27

27 commits to master branch, last one 4 years ago

stan stan-dev

370

2.6k

bsd-3-clause

122

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan bayesian bayesian-methods bayesian-inference bayesian-statistics bayesian-data-analysis

Created 2013-02-06

16,808 commits to develop branch, last one 5 days ago

BDA_course_Aalto avehtari

556

2.2k

unknown

66

Bayesian Data Analysis course at Aalto

bayes bayesian bayesian-methods bayesian-workflow bayesian-inference bayesian-data-analysis

Created 2018-09-07

1,627 commits to master branch, last one 2 days ago

orbit uber

134

1.9k

other

36

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Created 2020-01-07

927 commits to dev branch, last one 3 months ago

Gen.jl probcomp

160

1.8k

apache-2.0

76

A general-purpose probabilistic programming system with programmable inference

gen bayesian robotics deep-learning julia-language computer-vision machine-learning probabilistic-programming differentiable-programming

Created 2018-08-21

1,374 commits to master branch, last one 2 days ago

arviz arviz-devs

402

1.6k

apache-2.0

49

Exploratory analysis of Bayesian models with Python

python bayesian closember

Created 2015-07-29

1,568 commits to main branch, last one 29 days ago

deepbayes-2018 bayesgroup

275

1.0k

unknown

79

Seminars DeepBayes Summer School 2018

bayesian deep-learning variational-inference

Created 2018-08-25

50 commits to master branch, last one 5 years ago

BDA_py_demos avehtari

300

995

gpl-3.0

56

Bayesian Data Analysis demos for Python

mcmc stan python bayesian bayesian-inference bayesian-data-analysis

Created 2015-03-04

178 commits to master branch, last one 2 years ago

gempy gempy-project

233

980

eupl-1.2

53

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data....

uq torch python geology bayesian implicit modeling geological geoscience interpolation uncertainties uncertainty-analysis monte-carlo-simulation complex-geological-models

Created 2017-07-04

2,844 commits to main branch, last one 7 days ago

lightweight_mmm google

189

884

apache-2.0

31

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

mmm bayesian data-science econometrics marketing-science

Created 2022-02-10

200 commits to main branch, last one about a month ago

report easystats

69

694

other

18

:scroll: :tada: Automated reporting of objects in R

r apa anovas models report rstats reports bayesian describe automatic easystats r-package reporting manuscript scientific statsmodels hacktoberfest automated-report-generation

Created 2019-01-21

978 commits to main branch, last one 3 days ago

bayesian-stats-modelling-tutorial ericmjl

280

657

mit

26

How to do Bayesian statistical modelling using numpy and PyMC3

pymc bayesian bayesian-inference bayesian-statistics bayesian-data-science bayesian-data-analysis

Created 2018-02-01

262 commits to master branch, last one 2 years ago

bayestestR easystats

55

575

gpl-3.0

20

:ghost: Utilities for analyzing Bayesian models and posterior distributions

r hdi map rope rstats bayesian easystats bayesfactor bayes-factors hacktoberfest credible-interval bayesian-framework posterior-distributions

Created 2019-01-14

2,990 commits to main branch, last one 2 days ago

BDA_R_demos avehtari

206

567

bsd-3-clause

37

Bayesian Data Analysis demos for R

r mcmc stan bayesian monte-carlo bayesian-inference bayesian-data-analysis

Created 2016-02-10

340 commits to master branch, last one 27 days ago

bayesian-analysis-recipes ericmjl

111

554

mit

20

A collection of Bayesian data analysis recipes using PyMC3

bayesian notebook neural-networks bayesian-methods treatment-groups bayesian-analysis bayesian-inference bayesian-statistics bayesian-data-analysis

Created 2017-03-05

121 commits to master branch, last one 3 years ago

sklearn-bayes AmazaspShumik

118

513

mit

33

Python package for Bayesian Machine Learning with scikit-learn API

python bayesian scikit-learn machine-learning bayesian-machine-learning

Created 2015-07-30

550 commits to master branch, last one 3 years ago

BayesianDeepLearning-Survey js05212

62

505

unknown

29

Bayesian Deep Learning: A Survey

bdl arxiv survey bayesian deep-learning neural-networks machine-learning bayesian-deep-learning variational-autoencoders

Created 2019-07-17

168 commits to master branch, last one 14 days ago

bayesian-neural-network-pytorch Harry24k

75

489

mit

11

PyTorch implementation of bayesian neural network [torchbnn]

pytorch bayesian deep-learning neural-network

Created 2019-09-04

46 commits to master branch, last one 2 years ago

pydlm wwrechard

98

475

bsd-3-clause

28

A python library for Bayesian time series modeling

dlm model python trends bayesian statistics timeseries seasonality time-series

Created 2016-06-29

387 commits to master branch, last one 2 months ago

correlation easystats

56

435

other

17

:link: Methods for Correlation Analysis

Created 2019-02-20

742 commits to main branch, last one 3 days ago

bayesplot stan-dev

83

433

gpl-3.0

37

bayesplot R package for plotting Bayesian models

mcmc stan pandoc ggplot2 bayesian r-package visualization statistical-graphics

Created 2016-05-20

1,638 commits to master branch, last one 3 months ago

rstanarm stan-dev

133

388

gpl-3.0

43

rstanarm R package for Bayesian applied regression modeling

r stan rstan bayesian rstanarm r-package bayesian-methods multilevel-models bayesian-inference bayesian-statistics statistical-modeling bayesian-data-analysis

Created 2013-07-16

3,301 commits to master branch, last one 4 months ago

Bayesian-Statistics storopoli

54

340

cc-by-sa-4.0

12

Bayesian statistics graduate course

stan julia course turing bayesian probability bayesian-statistics probabilistic-programming

This repository has been archived (exclude archived)

Created 2022-04-08

141 commits to main branch, last one 11 days ago

btrack quantumjot

49

312

mit

11

Bayesian multi-object tracking

btrack bayesian optimization cell-tracking kalman-filter object-tracking tracking-algorithm multi-object-tracking

Created 2017-08-23

1,142 commits to main branch, last one 2 months ago

awesome-agi-cocosci SHI-Yu-Zhe

24

286

cc0-1.0

13

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.