83 results found Sort:

pyro-ppl
pyro pyro-ppl
984
8.4k
apache-2.0
201
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
2,472 commits to dev branch, last one 4 days ago
MingchaoZhu
DeepLearning MingchaoZhu
1.3k
6.1k
mit
190
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-dev
stan stan-dev
367
2.5k
bsd-3-clause
121
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
16,665 commits to develop branch, last one 7 days ago
uber
orbit uber
134
1.8k
other
34
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
pyro stan arima orbit pystan python pytorch bayesian forecast regression changepoint forecasting time-series probabilistic bayesian-methods machine-learning regression-models bayesian-statistics exponential-smoothing probabilistic-programming
Created 2020-01-07
918 commits to dev branch, last one 2 months ago
probcomp
Gen.jl probcomp
159
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
1,349 commits to master branch, last one 25 days ago
arviz-devs
arviz arviz-devs
375
1.5k
apache-2.0
47
Exploratory analysis of Bayesian models with Python
python bayesian closember
Created 2015-07-29
1,542 commits to main branch, last one 21 days ago
bayesgroup
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 4 years ago
avehtari
BDA_py_demos avehtari
298
980
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-project
gempy gempy-project
228
921
eupl-1.2
55
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
2,737 commits to main branch, last one 2 days ago
google
lightweight_mmm google
163
815
apache-2.0
30
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
199 commits to main branch, last one 2 months ago
easystats
report easystats
66
667
other
17
: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
959 commits to main branch, last one a day ago
ericmjl
bayesian-stats-modelling-tutorial ericmjl
281
650
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 about a year ago
avehtari
BDA_R_demos avehtari
204
553
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
324 commits to master branch, last one 23 days ago
ericmjl
bayesian-analysis-recipes ericmjl
110
552
mit
21
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
easystats
bayestestR easystats
52
548
gpl-3.0
18
: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
2,906 commits to main branch, last one 8 days ago
AmazaspShumik
sklearn-bayes AmazaspShumik
118
509
mit
34
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 2 years ago
js05212
BayesianDeepLearning-Survey js05212
63
494
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
160 commits to master branch, last one 18 days ago
wwrechard
pydlm wwrechard
97
468
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
372 commits to master branch, last one 9 months ago
Harry24k
bayesian-neural-network-pytorch Harry24k
72
450
mit
11
PyTorch implementation of bayesian neural network.
pytorch bayesian deep-learning neural-network
Created 2019-09-04
46 commits to master branch, last one 2 years ago
stan-dev
bayesplot stan-dev
81
418
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
1,621 commits to master branch, last one 3 months ago
easystats
correlation easystats
54
417
other
17
:link: Methods for Correlation Analysis
r cor gamma matrix robust partial bayesian biserial outliers spearman easystats regression correlation correlations hacktoberfest correlation-analysis partial-correlations bayesian-correlations multilevel-correlations gaussian-graphical-models
Created 2019-02-20
720 commits to main branch, last one 5 days ago
stan-dev
rstanarm stan-dev
133
374
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
3,299 commits to master branch, last one about a month ago
storopoli
Bayesian-Statistics storopoli
52
330
cc-by-sa-4.0
12
This repository holds slides and code for a full Bayesian statistics graduate course.
stan julia course turing bayesian probability bayesian-statistics probabilistic-programming
Created 2022-04-08
120 commits to main branch, last one 5 days ago
quantumjot
btrack quantumjot
48
306
mit
12
Bayesian multi-object tracking
btrack bayesian optimization cell-tracking kalman-filter object-tracking tracking-algorithm multi-object-tracking
Created 2017-08-23
1,140 commits to main branch, last one 2 months ago
elfi-dev
elfi elfi-dev
60
261
bsd-3-clause
20
ELFI - Engine for Likelihood-Free Inference
python bayesian inference simulator statistics likelihood-free bayesian-inference
Created 2016-10-03
750 commits to dev branch, last one a day ago
SHI-Yu-Zhe
awesome-agi-cocosci SHI-Yu-Zhe
22
254
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.
analogy awesome bayesian planning abduction pragmatics commonsense awesome-list hybrid-system explainable-ai theory-of-mind mind-simulation intuitive-physics logic-programming language-of-thought scientific-discovery general-pattern-theory developmental-psychology artificial-general-intelligence computational-cognitive-science
Created 2020-09-13
1,831 commits to master branch, last one a day ago
tpapp
DynamicHMC.jl tpapp
21
241
other
18
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
julia bayesian julia-language bayesian-methods bayesian-inference hybrid-monte-carlo bayesian-statistics hamiltonian-monte-carlo
Created 2017-06-08
374 commits to master branch, last one 6 months ago
josejimenezluna
pyGPGO josejimenezluna
61
236
mit
9
Bayesian optimization for Python
bayesian optimization machine-learning
Created 2016-11-23
299 commits to master branch, last one 2 years ago
CCS-Lab
hBayesDM CCS-Lab
114
214
gpl-3.0
17
Hierarchical Bayesian modeling of RLDM tasks, using R & Python
bayesian modeling computational decision-making reinforcement-learning hierarchical-bayesian-analysis
Created 2016-03-29
990 commits to develop branch, last one about a month ago
PecanProject
pecan PecanProject
228
198
other
38
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
r pecan plants bayesian forecasting data-science meta-analysis ecosystem-model data-assimilation ecosystem-science cyberinfrastructure national-science-foundation
Created 2012-11-25
22,402 commits to develop branch, last one a day ago