Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
☆688Aug 13, 2021Updated 4 years ago
Alternatives and similar repositories for DBDA-python
Users that are interested in DBDA-python are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆904Jul 16, 2021Updated 4 years ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,394Oct 27, 2022Updated 3 years ago
- 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
- PyMC educational resources☆2,082Dec 23, 2024Updated last year
- Bayesian Analysis with Python (Second Edition)☆676Aug 29, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A collection of Bayesian data analysis recipes using PyMC3☆562Oct 9, 2023Updated 2 years ago
- Bayesian Data Analysis demos for Python☆1,040Sep 19, 2025Updated 6 months ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆710Oct 4, 2021Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,250Mar 17, 2026Updated last week
- PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course☆96Nov 13, 2017Updated 8 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆672Jul 11, 2022Updated 3 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,546Updated this week
- 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
- Bayesian Analysis in PyMC3.☆79Aug 4, 2014Updated 11 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.
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,509Apr 29, 2017Updated 8 years ago
- ☆240Jun 27, 2018Updated 7 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,454Jun 25, 2024Updated last year
- Bayesian Analysis with Python by Packt☆223Jan 30, 2023Updated 3 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Oct 2, 2020Updated 5 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Mar 21, 2015Updated 11 years ago
- Exploratory analysis of Bayesian models with Python☆1,800Mar 20, 2026Updated last week
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆550Oct 19, 2022Updated 3 years ago
- Tutorial on multilevel modeling, using Gelman radon example☆58Jul 23, 2015Updated 10 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 6 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆322May 11, 2019Updated 6 years ago
- Bayesian Data Analysis course at Aalto☆2,260Jan 8, 2026Updated 2 months ago
- ☆235Nov 9, 2021Updated 4 years ago
- Doing Bayesian statistics in Python!☆68Jan 31, 2018Updated 8 years ago
- Statistical Rethinking course and book package☆2,357Mar 18, 2026Updated last week
- Bayesian Inference and parameter estimation in quant finance.☆43Feb 18, 2019Updated 7 years ago
- ☆73Aug 2, 2018Updated 7 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆277Jan 19, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Text and code for the second edition of Think Bayes, by Allen Downey.☆2,023Jan 12, 2026Updated 2 months ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆169Oct 18, 2020Updated 5 years ago
- Bayesian estimation supersedes the t test☆145Jan 26, 2022Updated 4 years ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,021May 24, 2020Updated 5 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆470May 4, 2025Updated 10 months ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,343Jan 8, 2022Updated 4 years ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Jun 14, 2016Updated 9 years ago