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集合主题趋势排行榜
#

bayesian

Website
Wikipedia
pyro-ppl/pyro
https://static.github-zh.com/github_avatars/pyro-ppl?size=40
pyro-ppl / pyro

#计算机科学#Deep universal probabilistic programming with Python and PyTorch

PythonPyTorch机器学习bayesianprobabilistic-programmingbayesian-inferencevariational-inference深度学习
Python 8.79 k
2 个月前
https://static.github-zh.com/github_avatars/MingchaoZhu?size=40
MingchaoZhu / DeepLearning

#计算机科学#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深度学习机器学习xgboostensemble-learningbayesianregularization
Python 7.03 k
5 年前
https://static.github-zh.com/github_avatars/stan-dev?size=40
stan-dev / stan

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.

stanbayesian-inferencebayesianbayesian-methodsbayesian-statistics
C++ 2.67 k
4 天前
https://static.github-zh.com/github_avatars/avehtari?size=40
avehtari / BDA_course_Aalto

Bayesian Data Analysis course at Aalto

bayesianbayesian-inferencebayesian-methods
TeX 2.2 k
5 个月前
uber/orbit
https://static.github-zh.com/github_avatars/uber?size=40
uber / orbit

#计算机科学#A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Pythonforecastingbayesianexponential-smoothingpyrostanpystanprobabilistic-programmingprobabilisticforecastorbittime-seriesregressionarimabayesian-methodsbayesian-statistics机器学习regression-modelsPyTorch
Python 1.98 k
11 天前
https://static.github-zh.com/github_avatars/probcomp?size=40
probcomp / Gen.jl

#计算机科学#A general-purpose probabilistic programming system with programmable inference

probabilistic-programminggen深度学习bayesian机器视觉机器学习differentiable-programmingRoboticsJulia 语言
Julia 1.82 k
3 个月前
arviz-devs/arviz
https://static.github-zh.com/github_avatars/arviz-devs?size=40
arviz-devs / arviz

Exploratory analysis of Bayesian models with Python

Pythonbayesianclosember
Python 1.69 k
19 天前
https://static.github-zh.com/github_avatars/gempy-project?size=40
gempy-project / gempy

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....

bayesianinterpolationmodelingPythonimplicittorch
Python 1.11 k
4 天前
https://static.github-zh.com/github_avatars/bayesgroup?size=40
bayesgroup / deepbayes-2018

#计算机科学#Seminars DeepBayes Summer School 2018

深度学习bayesianvariational-inference
Jupyter Notebook 1.05 k
6 年前
https://static.github-zh.com/github_avatars/avehtari?size=40
avehtari / BDA_py_demos

Bayesian Data Analysis demos for Python

Pythonbayesian-inferencebayesianmcmcstan
Jupyter Notebook 1.02 k
2 年前
https://static.github-zh.com/github_avatars/google?size=40
google / lightweight_mmm

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

bayesianeconometrics数据科学
Python 971
11 天前
https://static.github-zh.com/github_avatars/easystats?size=40
easystats / report

📜 🎉 Automated reporting of objects in R

reportingRreportsbayesianmodelsrstatsmanuscriptreportscientificautomaticHacktoberfestr-package
R 708
12 天前
https://static.github-zh.com/github_avatars/ericmjl?size=40
ericmjl / bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

pymcbayesianbayesian-inferencebayesian-statistics
Jupyter Notebook 666
3 年前
https://static.github-zh.com/github_avatars/easystats?size=40
easystats / bayestestR

👻 Utilities for analyzing Bayesian models and posterior distributions

bayesianRrstatsmapbayes-factorsHacktoberfest
R 583
15 天前
https://static.github-zh.com/github_avatars/avehtari?size=40
avehtari / BDA_R_demos

Bayesian Data Analysis demos for R

Rbayesian-inferencebayesianmcmcstan
HTML 574
8 个月前
https://static.github-zh.com/github_avatars/ericmjl?size=40
ericmjl / bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

bayesian-inferencebayesianbayesian-statisticsbayesian-methodsnotebookneural-networks
Jupyter Notebook 559
2 年前
https://static.github-zh.com/github_avatars/Harry24k?size=40
Harry24k / bayesian-neural-network-pytorch

#计算机科学#PyTorch implementation of bayesian neural network [torchbnn]

bayesian神经网络深度学习PyTorch
Python 535
1 年前
https://static.github-zh.com/github_avatars/AmazaspShumik?size=40
AmazaspShumik / sklearn-bayes

#计算机科学#Python package for Bayesian Machine Learning with scikit-learn API

Python机器学习scikit-learnbayesian
Jupyter Notebook 518
4 年前
https://static.github-zh.com/github_avatars/js05212?size=40
js05212 / BayesianDeepLearning-Survey

#计算机科学#Bayesian Deep Learning: A Survey

variational-autoencoderssurveyarxivbayesianneural-networks深度学习机器学习
515
7 个月前
https://static.github-zh.com/github_avatars/wwrechard?size=40
wwrechard / pydlm

#时序数据库#A python library for Bayesian time series modeling

time-seriestimeseriesbayesianPythonmodelseasonality统计
Python 485
9 个月前
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