aayushmalik / awesome-bayesian-statisticsLinks
A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.
☆114Updated 3 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:
- Educational resources☆104Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Bayesian Learning course at Stockholm University☆153Updated last year
- Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Ret…☆72Updated last year
- Computational Statistics and Statistical Computing☆37Updated 4 years ago
- In which I play with the ideas surrounding causality☆52Updated 2 years ago
- ☆118Updated this week
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆81Updated 6 months ago
- Lecture Notes on Statistical Inference☆76Updated 8 months ago
- bayes-toolbox☆92Updated this week
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated this week
- Exploring and eliciting probability distributions☆139Updated last week
- This repository contains slides from some of the classes I have taught in my career. The repository will be updated from time to time. I…☆33Updated 4 months ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆133Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆51Updated last month
- Powerful add-ons for PyMC☆105Updated this week
- Python code for Computer Age Statistical Inference☆52Updated 6 years ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆94Updated 10 months ago
- One day course on causal inference, MPI-EVA 9 September 2021☆246Updated 3 years ago
- ☆33Updated 9 months ago
- Bayesian Conjugate Models in Python☆31Updated 2 weeks ago
- 🪜 Bayesian Hierarchical Models at Scale☆52Updated 3 years ago
- Bayesian Bandits☆68Updated last year
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆46Updated this week
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆159Updated 11 months ago
- A resource list for causality in statistics, data science and physics☆264Updated 2 weeks ago
- Kentaro Matsuura (2022). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.☆136Updated 4 months ago
- Materials Collection for Causal Inference☆47Updated 2 years ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆69Updated last year