aayushmalik / awesome-bayesian-statisticsLinks
A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.
☆117Updated 4 years ago
Alternatives and similar repositories for awesome-bayesian-statistics
Users that are interested in awesome-bayesian-statistics are comparing it to the libraries listed below
Sorting:
- Bayesian Learning course at Stockholm University☆157Updated last month
- Educational resources☆105Updated 4 years ago
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆73Updated 2 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- Computational Statistics and Statistical Computing☆37Updated 4 years ago
- One day course on causal inference, MPI-EVA 9 September 2021☆249Updated 3 years ago
- Lecture Notes on Statistical Inference☆77Updated last year
- Mastering Gaussian Processes with PyMC☆15Updated 4 months ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆273Updated 3 years ago
- bayes-toolbox☆93Updated 5 months ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆96Updated last year
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆185Updated last year
- a visual dictionary of Bayesian Networks and Causal Inference.☆85Updated 2 months ago
- A Beginner's Guide to Variational Inference☆18Updated 8 months ago
- Repository containing the code of the projects presented in my personal website.☆45Updated last week
- ☆73Updated 7 years ago
- ☆134Updated this week
- In which I play with the ideas surrounding causality☆54Updated 3 years ago
- Bayesian statistics graduate course☆360Updated last month
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆37Updated this week
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 9 months ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆134Updated 2 years ago
- ☆45Updated 5 years ago
- Powerful add-ons for PyMC☆127Updated this week
- Hidden Markov models in PyMC3☆97Updated last year
- Gaussian Process Model Building Interface☆52Updated 9 months ago
- Python code for Computer Age Statistical Inference☆51Updated 6 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- A system for Bayesian estimation of state space models using PyMC☆36Updated 5 months ago
- A resource list for causality in statistics, data science and physics☆267Updated last month