pyro-ppl / brmpLinks
Bayesian Regression Models in Pyro
☆74Updated last year
Alternatives and similar repositories for brmp
Users that are interested in brmp are comparing it to the libraries listed below
Sorting:
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Simulation based calibration and generation of synthetic data.☆56Updated 2 months ago
- Database with posteriors of interest for Bayesian inference☆212Updated 4 months ago
- Formulas for mixed-effects models in Python☆65Updated last month
- Inference case studies in jupyter☆93Updated 7 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆79Updated last year
- Educational resources☆105Updated 4 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated last week
- ☆18Updated 3 years ago
- Bayesian inference and posterior analysis for Python☆46Updated 2 years ago
- Hidden Markov models in PyMC3☆97Updated last year
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆25Updated 4 years ago
- Gaussian Process Model Building Interface☆52Updated 10 months ago
- ☆42Updated 3 years ago
- Home for the computational inference reading group.☆17Updated 5 years ago
- Step size adaptation for the No-U-Turn Sampler☆26Updated last month
- A comparison of PPL APIs☆27Updated 6 years ago
- Statistical Rethinking with PyTorch and Pyro☆166Updated 8 months ago
- Exploring and eliciting probability distributions☆161Updated 2 weeks ago
- ☆73Updated 7 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Updated last year
- Draft introduction to probability and inference aimed at the Stan manual.☆84Updated 9 years ago
- Python wrapper for nuts-rs☆182Updated this week
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆329Updated last year
- Tutorials and sampling algorithm comparisons☆79Updated this week
- Course material for the PhD course in Advanced Bayesian Learning☆60Updated 10 months ago
- Tools for an Aesara-based PPL.☆67Updated last year
- Bayesian Conjugate Models in Python☆36Updated last week