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The Top 23 Pymc3 Open Source Projects

Open source projects categorized as Pymc3
Categories > Pymc3
Pyprobml ⭐ 6,066
Python code for "Probabilistic Machine learning" book by Kevin Murphy
most recent commit 4 months ago
Covid19 Dashboard ⭐ 1,645
A site that displays up to date COVID-19 stats, powered by fastpages.
most recent commit 6 months ago
Bap ⭐ 578
Bayesian Analysis with Python (Second Edition)
most recent commit 8 months ago
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34most recent commit 14 days agopypi exoplanet} Downloads
Pymc Learn ⭐ 151
pymc-learn: Practical probabilistic machine learning in Python
total releases 4most recent commit 5 years ago
Glmm In Python ⭐ 114
Generalized linear mixed-effect model in Python
most recent commit 6 years ago
Pymc3_vs_pystan ⭐ 105
Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation video: https://www.youtube.com/watch?v=Jb9eklfbDyg
most recent commit 8 years ago
Bayesian Cognitive Modeling In Pymc3 ⭐ 90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
most recent commit 6 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 5 years ago
Pymc3 Hmm ⭐ 72
Hidden Markov models in PyMC3
total releases 17most recent commit 2 years ago
Covid19_inference ⭐ 71
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
total releases 10most recent commit 9 months ago
Planet_sakaar_data_science ⭐ 53
A colourful collection of codes and notebooks, like Planet Sakaar
most recent commit a year ago
Lifestyles ⭐ 39
Work-In-Progress: conjoint analysis in Python
most recent commit 6 years ago
Pm Pyro ⭐ 31
PyMC3-like Interface for Pyro
total releases 3most recent commit 4 years ago
Embracinguncertainty ⭐ 24
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
most recent commit 2 years ago
Models ⭐ 24
Forecasting 🇫🇷 elections with Bayesian statistics 🥳
most recent commit 2 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
Pymc Stochastic Process ⭐ 22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
most recent commit 5 years ago
Distribution Cheatsheet ⭐ 20
📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)
most recent commit 6 years ago
Fenics Pymc3 ⭐ 19
Differentiable interface to FEniCS for PyMC3
most recent commit a year ago
Intro_to_pymc3 ⭐ 16
Short introduction to Bayesian statistical modelling with PyMC3
most recent commit 4 years ago
Colab Notebooks ⭐ 9
Colab notebooks exploring different Machine Learning topics.
most recent commit 2 years ago
The 6 Latest Releases In Pymc3 Open Source Projects
Covid19_inference ⭐ 71
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
total releases 10latest release July 12, 2022most recent commit 9 months ago
Pymc3 Hmm ⭐ 72
Hidden Markov models in PyMC3
total releases 17latest release April 29, 2022most recent commit 2 years ago
Exoplanet ⭐ 199
Fast & scalable MCMC for all your exoplanet needs!
dependent packages 17total releases 34latest release January 11, 2022most recent commit 14 days agopypi exoplanet} Downloads
Maelstrom ⭐ 5
Forward modelling of pulsating stars in binaries
total releases 1latest release January 31, 2020most recent commit 4 years ago
Pm Pyro ⭐ 31
PyMC3-like Interface for Pyro
total releases 3latest release November 20, 2019most recent commit 4 years ago
Pymc Learn ⭐ 151
pymc-learn: Practical probabilistic machine learning in Python
total releases 4latest release December 03, 2018most recent commit 5 years ago
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