Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
☆105Feb 21, 2019Updated 7 years ago
Alternatives and similar repositories for pymc-example-project
Users that are interested in pymc-example-project are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian Inference and parameter estimation in quant finance.☆43Feb 18, 2019Updated 7 years ago
- ☆15Oct 27, 2022Updated 3 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆233Jan 24, 2021Updated 5 years ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58May 16, 2018Updated 7 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆562Oct 9, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repo for PyData 2018 tuorial☆12Oct 18, 2018Updated 7 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Mar 21, 2015Updated 11 years ago
- A collection of IPython Notebooks containing my research.☆20Aug 21, 2018Updated 7 years ago
- Probability and Statistics: a simulation-based introduction. An open-access book.☆324Jul 25, 2023Updated 2 years ago
- Introductory overview of Bayesian inference☆43Apr 16, 2019Updated 7 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Oct 2, 2020Updated 5 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆880Jun 15, 2020Updated 5 years ago
- My Jupyter notebook server☆19Feb 14, 2022Updated 4 years ago
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 6 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.
- BAyesian Model-Building Interface (Bambi) in Python.☆1,257Mar 17, 2026Updated last month
- Repository of my talk for Bayes@Lund 2017☆10Oct 4, 2017Updated 8 years ago
- Bayesian Analysis with Python (Second Edition)☆675Aug 29, 2023Updated 2 years ago
- Bayesian statistics seminars☆29Apr 15, 2017Updated 9 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Jun 26, 2018Updated 7 years ago
- Study notes and demos.☆13Feb 14, 2024Updated 2 years ago
- Reddit Data Science Project Ideas☆11Dec 28, 2019Updated 6 years ago
- Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis"☆65Apr 18, 2017Updated 9 years ago
- bayesian bootstrapping in python☆123Mar 12, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Jul 16, 2021Updated 4 years ago
- ☆73Aug 2, 2018Updated 7 years ago
- An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learn…☆15Feb 19, 2019Updated 7 years ago
- Notebooks for the ML Link Prediction Course☆14Nov 5, 2020Updated 5 years ago
- PyMC educational resources☆2,086Dec 23, 2024Updated last year
- MadPy Dask talk materials☆33Feb 8, 2019Updated 7 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
- ☆31Oct 20, 2015Updated 10 years ago
- PyMC3-like Interface for Pyro☆37Dec 1, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Inference case studies in jupyter☆93Oct 17, 2018Updated 7 years ago
- Educational resources☆105Nov 18, 2021Updated 4 years ago
- Simulation based calibration and generation of synthetic data.☆57Mar 20, 2026Updated last month
- PyMC3 tutorial for DataScience LA (January 2017)☆67May 15, 2018Updated 7 years ago
- fastai V2 implementation of Timeseries classification papers.☆243Oct 20, 2022Updated 3 years ago
- Source files for the book "Bayesian Workflow Using Stan"☆97Oct 23, 2021Updated 4 years ago
- Illustration of counterfactual inference following Ferenc Huszar example☆13Aug 15, 2025Updated 8 months ago