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The Top 23 Mcmc Pymc Open Source Projects

Open source projects categorized as Mcmc Pymc
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Scipy2014_tutorial ⭐ 281
Tutorial: Bayesian Statistical Analysis in Python
most recent commit 5 years ago
Best ⭐ 141
Bayesian estimation supersedes the t test
most recent commit 2 years ago
Advance Bayesian Modelling With Pymc3 ⭐ 133
most recent commit 6 years ago
Pythonmcmc ⭐ 119
A list of Python-based MCMC & ABC packages
most recent commit 3 months ago
Awesome Bayes ⭐ 98
List of resources for bayesian inference
most recent commit 5 years ago
Probabilisticprogrammingprimer ⭐ 77
most recent commit 3 years ago
Mcmc_pydata_london_2019 ⭐ 75
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
most recent commit 4 years ago
Intro Statistical Modeling ⭐ 64
『データ解析のための統計モデリング入門』の勉強ノート
most recent commit 5 years ago
Webmc3 ⭐ 43
A web interface for exploring PyMC3 traces
most recent commit 6 years ago
Littlemcmc ⭐ 40
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
total releases 3most recent commit 3 years ago
Pymc3_oslo ⭐ 34
Probabilistic programming in Python workshop at Oslo universitetssykehus HF
most recent commit 8 years ago
Cppbugs ⭐ 30
c++ version of BUGS
most recent commit 4 years ago
Python_for_bayes ⭐ 23
「Pythonによるベイズ統計学入門」の正誤表とPythonコード
most recent commit 9 months ago
Pypgmc ⭐ 20
PyPGMC: Fast discrete inference submodels for PyMC and PyMC3
most recent commit 10 years ago
Mixed Membership Stochastic Blockmodel ⭐ 18
Mixed Membership Stochastic Blockmodel Implementation with 3 Inference Schemes
most recent commit 9 years ago
Rcppbugs ⭐ 16
R interface for CppBugs
total releases 2most recent commit 12 years ago
Probability_and_statistics ⭐ 14
Course materials for PROBABILITY AND STATISTICS A/B
most recent commit 10 months ago
Pymc Multilevel Example ⭐ 12
Example Multilevel Model in PyMC
most recent commit 13 years ago
Pyndamics ⭐ 8
Python Numerical Dynamics Simulator
most recent commit 4 years ago
Pymc ⭐ 6
http://pymc.googlecode.com/svn/trunk
most recent commit 13 years ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
River ⭐ 5
A visualization framework for MCMC samplers
most recent commit 10 years ago
The 3 Latest Releases In Mcmc Pymc Open Source Projects
Maelstrom ⭐ 5
Forward modelling of pulsating stars in binaries
total releases 1latest release January 31, 2020most recent commit 4 years ago
Rcppbugs ⭐ 16
R interface for CppBugs
total releases 2latest release February 26, 2016most recent commit 12 years ago
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