PyMC educational resources
☆2,106Dec 23, 2024Updated last year
Alternatives and similar repositories for pymc-resources
Users that are interested in pymc-resources 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 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆875Jun 15, 2020Updated 6 years ago
- Statistical Rethinking course and book package☆2,427Jun 10, 2026Updated 3 months ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆398Sep 9, 2026Updated last week
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Jul 16, 2021Updated 5 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆278Jan 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.
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,021May 24, 2020Updated 6 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,762Sep 14, 2026Updated last week
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆685Aug 13, 2021Updated 5 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,298Updated this week
- Bayesian Analysis with Python (Second Edition)☆680Aug 29, 2023Updated 3 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆561May 16, 2026Updated 4 months ago
- ☆239Jun 27, 2018Updated 8 years ago
- Exploratory analysis of Bayesian models with Python☆1,852Sep 9, 2026Updated last week
- Statistical Rethinking (2nd ed.) with NumPyro☆473May 4, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Statistical Rethinking course in pymc3☆144May 24, 2020Updated 6 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆708Oct 4, 2021Updated 4 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,192Jun 25, 2024Updated 2 years ago
- Bayesian Data Analysis course at Aalto☆2,282Sep 14, 2026Updated last week
- ☆581May 14, 2024Updated 2 years ago
- Bayesian Data Analysis demos for Python☆1,043Sep 19, 2025Updated last year
- How to do Bayesian statistical modelling using numpy and PyMC3☆677Jul 11, 2022Updated 4 years ago
- Statistical Rethinking Course for Jan-Mar 2023☆2,385Nov 28, 2023Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆328Oct 2, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Powerful add-ons for PyMC☆143Updated this week
- Statistical Rethinking Course Winter 2020/2021☆655Mar 3, 2021Updated 5 years ago
- Presented at Scipy Conference 2019☆129Mar 22, 2020Updated 6 years ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,754Updated this week
- ☆73Aug 2, 2018Updated 8 years ago
- Educational resources☆107Nov 18, 2021Updated 4 years ago
- A Python package for causal inference in quasi-experimental settings☆1,190Updated this week
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58May 16, 2018Updated 8 years ago
- Text and code for the second edition of Think Bayes, by Allen Downey.☆2,082Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,502Apr 29, 2017Updated 9 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,147Feb 26, 2026Updated 6 months ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Jan 24, 2021Updated 5 years ago
- ☆235Nov 9, 2021Updated 4 years ago
- Time should be taken seer-iously☆318Mar 17, 2023Updated 3 years ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆212Jun 25, 2024Updated 2 years ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,433Updated this week