jessegrabowski / pymc_statespaceLinks
A system for Bayesian estimation of state space models using PyMC
☆33Updated last year
Alternatives and similar repositories for pymc_statespace
Users that are interested in pymc_statespace are comparing it to the libraries listed below
Sorting:
- Bayesian Conjugate Models in Python☆29Updated this week
- Gaussian Process Model Building Interface☆50Updated 2 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- Presentation materials for PyMC Statespace☆22Updated 9 months ago
- Self-tuning HMC algorithms and evaluations☆19Updated 7 months ago
- Simulation based calibration and generation of synthetic data.☆51Updated 2 months ago
- ArviZ modular plotting☆18Updated this week
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆34Updated 6 months ago
- Powerful add-ons for PyMC☆102Updated this week
- ☆18Updated 2 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆34Updated last month
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 11 months ago
- Data for and description of the ACIC 2023 data competition☆32Updated last year
- Markov Chain Monte Carlo Visualization Tools☆25Updated last month
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 3 months ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated last week
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan☆86Updated 3 months ago
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆26Updated 3 years ago
- ☆17Updated 2 years ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- A comparison of PPL APIs☆27Updated 5 years ago
- Repository containing the code of the projects presented in my personal website.☆42Updated this week
- Lectures on Quantitative Economics Using JAX☆37Updated last week
- ☆112Updated last week
- Random Forests for Conditional Density Estimation☆42Updated 3 years ago
- A curated list of awesome Bayesian statistics blogs and resources☆22Updated last year
- Tutorials and sampling algorithm comparisons☆75Updated this week
- ☆30Updated 8 months ago
- python app for doing personalized causal medicine using the methods invented by Judea Pearl et al.☆25Updated 2 years ago