kpjmcg / Statistical-Rethinking-2023-Python-NotesLinks
Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Rethinking'. Relies on pymc
☆73Updated 2 years ago
Alternatives and similar repositories for Statistical-Rethinking-2023-Python-Notes
Users that are interested in Statistical-Rethinking-2023-Python-Notes are comparing it to the libraries listed below
Sorting:
- Educational resources☆104Updated 3 years ago
- Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.☆181Updated last year
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆95Updated last year
- Lecture Notes on Statistical Inference☆77Updated last year
- bayes-toolbox☆93Updated 3 months ago
- Gaussian Process Model Building Interface☆51Updated 7 months ago
- A Beginner's Guide to Variational Inference☆18Updated 6 months ago
- ☆42Updated 3 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated this week
- Bayesian Conjugate Models in Python☆32Updated last week
- ☆122Updated this week
- Website: Data Umbrella & PyMC open source sessions☆26Updated last year
- Simulation based calibration and generation of synthetic data.☆56Updated 2 weeks ago
- A system for Bayesian estimation of state space models using PyMC☆36Updated 3 months ago
- Powerful add-ons for PyMC☆119Updated last week
- Hidden Markov models in PyMC3☆99Updated last year
- Repository containing the code of the projects presented in my personal website.☆44Updated 3 weeks ago
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆58Updated this week
- A repository for collating all the resources such as articles, blogs, papers, and books related to Bayesian Statistics.☆116Updated 3 years ago
- Exploring and eliciting probability distributions☆152Updated last month
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated last year
- Tool for exploring probability distributions.☆24Updated 10 months ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆63Updated last week
- ☆73Updated 7 years ago
- One day course on causal inference, MPI-EVA 9 September 2021☆249Updated 3 years ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 5 months ago
- Generalized additive models in Python with a Bayesian twist☆78Updated 2 months ago
- MetaLearners for CATE estimation☆48Updated last week
- ☆158Updated 7 months ago
- ☆18Updated 2 years ago