ColCarroll / ppl-apiLinks
A comparison of PPL APIs
☆27Updated 5 years ago
Alternatives and similar repositories for ppl-api
Users that are interested in ppl-api are comparing it to the libraries listed below
Sorting:
- Simulation based calibration and generation of synthetic data.☆51Updated 2 months ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 11 months ago
- Bayesian Regression Models in Pyro☆72Updated 10 months ago
- Unbiased MCMC with couplings☆19Updated 5 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Self-tuning HMC algorithms and evaluations☆19Updated 7 months ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Tutorials and sampling algorithm comparisons☆75Updated this week
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆56Updated 10 months ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Home for the computational inference reading group.☆17Updated 5 years ago
- Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX☆23Updated 2 years ago
- pyrff: Python implementation of random fourier feature approximations for gaussian processes☆28Updated 2 months ago
- Initial look at directed acyclic graph (DAG) based causal models in regression.☆31Updated last year
- Tools for an Aesara-based PPL.☆65Updated 7 months ago
- ☆17Updated 2 years ago
- ☆72Updated 6 years ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- Numpyro examples in Python notebooks☆11Updated 4 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 2 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- Book Chapter Drafts☆32Updated 8 months ago
- Repo for code from the SBC paper☆24Updated 6 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- ☆41Updated 3 years ago
- probabilistic programming focused on fun☆41Updated 7 months ago
- An HMC/NUTS implementation in Aesara☆32Updated last year