aloctavodia / BAPView external linksLinks
Bayesian Analysis with Python (Second Edition)
☆676Aug 29, 2023Updated 2 years ago
Alternatives and similar repositories for BAP
Users that are interested in BAP are comparing it to the libraries listed below
Sorting:
- PyMC educational resources☆2,068Dec 23, 2024Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆691Aug 13, 2021Updated 4 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆907Jul 16, 2021Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆561Oct 9, 2023Updated 2 years ago
- ☆240Jun 27, 2018Updated 7 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Oct 4, 2021Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,238Feb 5, 2026Updated last week
- Exploratory analysis of Bayesian models with Python☆1,779Updated this week
- How to do Bayesian statistical modelling using numpy and PyMC3☆672Jul 11, 2022Updated 3 years ago
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 5 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,479Feb 4, 2026Updated last week
- Examples of PyMC models, including a library of Jupyter notebooks.☆368Jan 30, 2026Updated 2 weeks ago
- Bayesian Data Analysis demos for Python☆1,038Sep 19, 2025Updated 4 months ago
- Bayesian Data Analysis course at Aalto☆2,249Jan 8, 2026Updated last month
- ☆234Nov 9, 2021Updated 4 years ago
- Educational resources☆105Nov 18, 2021Updated 4 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated this week
- ☆561May 14, 2024Updated last year
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Feb 21, 2019Updated 6 years ago
- ☆73Aug 2, 2018Updated 7 years ago
- Text and code for the second edition of Think Bayes, by Allen Downey.☆2,005Jan 12, 2026Updated last month
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Oct 2, 2020Updated 5 years ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,408Updated this week
- ☆160Aug 30, 2022Updated 3 years ago
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆25Oct 30, 2021Updated 4 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Jan 24, 2021Updated 5 years ago
- Powerful add-ons for PyMC☆133Updated this week
- Introduction to Statistical Modeling with Python (PyCon 2017)☆169Oct 18, 2020Updated 5 years ago
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,510Apr 29, 2017Updated 8 years ago
- Statistical Rethinking course and book package☆2,340Aug 23, 2024Updated last year
- ☆90Feb 9, 2021Updated 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
- Bayesian Regression Models in Pyro☆74Jul 25, 2024Updated last year
- Bayesian Inference and parameter estimation in quant finance.☆43Feb 18, 2019Updated 6 years ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,600Updated this week
- Introducción al modelado, inferencia y análisis de modelos Bayesianos☆31May 29, 2025Updated 8 months ago
- Time should be taken seer-iously☆320Mar 17, 2023Updated 2 years ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,021May 24, 2020Updated 5 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆357Oct 23, 2020Updated 5 years ago