Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
☆878Jun 15, 2020Updated 5 years ago
Alternatives and similar repositories for Statistical-Rethinking-with-Python-and-PyMC3
Users that are interested in Statistical-Rethinking-with-Python-and-PyMC3 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyMC educational resources☆2,085Dec 23, 2024Updated last year
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆904Jul 16, 2021Updated 4 years ago
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Nov 13, 2017Updated 8 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆687Aug 13, 2021Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆562Oct 9, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Statistical Rethinking course and book package☆2,359Mar 18, 2026Updated 2 weeks ago
- Bayesian Data Analysis demos for Python☆1,040Sep 19, 2025Updated 6 months ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,252Mar 17, 2026Updated 3 weeks ago
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,509Apr 29, 2017Updated 8 years ago
- Bayesian Analysis with Python (Second Edition)☆675Aug 29, 2023Updated 2 years ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Jun 14, 2016Updated 9 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Mar 21, 2015Updated 11 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,557Mar 30, 2026Updated last week
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆710Oct 4, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆80Sep 28, 2016Updated 9 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67May 15, 2018Updated 7 years ago
- Exploratory analysis of Bayesian models with Python☆1,805Apr 1, 2026Updated last week
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 6 years ago
- Bayesian dessert for Lasagne☆83Jun 25, 2017Updated 8 years ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,020May 24, 2020Updated 5 years ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,844Mar 18, 2024Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Oct 2, 2020Updated 5 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆127May 22, 2016Updated 9 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Materials from Stan conferences☆256Oct 22, 2020Updated 5 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆672Jul 11, 2022Updated 3 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,418Jun 25, 2024Updated last year
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆551Oct 19, 2022Updated 3 years ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,512Mar 6, 2025Updated last year
- ☆73Aug 2, 2018Updated 7 years ago
- Solutions for the practice problems☆148Sep 15, 2020Updated 5 years ago
- ☆240Jun 27, 2018Updated 7 years ago
- Bayesian Data Analysis course at Aalto☆2,262Jan 8, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆277Jan 19, 2022Updated 4 years ago
- Doing Bayesian statistics in Python!☆68Jan 31, 2018Updated 8 years ago
- ☆160Aug 30, 2022Updated 3 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Jan 24, 2021Updated 5 years ago
- My Jupyter notebook server☆19Feb 14, 2022Updated 4 years ago
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Feb 15, 2016Updated 10 years ago
- bayesian bootstrapping in python☆123Mar 12, 2022Updated 4 years ago