facebookresearch / pplbenchLinks
Evaluation Framework for Probabilistic Programming Languages
☆103Updated 2 years ago
Alternatives and similar repositories for pplbench
Users that are interested in pplbench are comparing it to the libraries listed below
Sorting:
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- Documentation:☆125Updated 2 years ago
- Repository of models in Pyro☆30Updated last year
- Composable kernels for scikit-learn implemented in JAX.☆47Updated 5 years ago
- Inference Combinators in JAX☆52Updated 8 months ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Functional tensors for probabilistic programming☆245Updated 2 years ago
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- Jax SSM Library☆48Updated 3 years ago
- Tools for an Aesara-based PPL.☆67Updated last year
- Probabilistic Programming eXecution protocol (PPX)☆76Updated 3 years ago
- Tools for JAX☆49Updated last week
- Pyro models and misc examples.☆19Updated 4 years ago
- Exponential families for JAX☆76Updated last week
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated last year
- Tutorials and sampling algorithm comparisons☆79Updated this week
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- Modular Probabilistic Programming on MXNet☆104Updated 2 years ago
- ☆33Updated 5 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Bayesian Bandits☆68Updated 2 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Updated last year
- Bayesian Regression Models in Pyro☆74Updated last year
- An introduction to functional programming for scalable statistical computing☆78Updated last year
- "Variational inference tools to leverage estimator sensitivity."☆16Updated 2 years ago
- ☆30Updated 3 years ago
- Functional machine learning for fun☆85Updated 4 years ago
- PyMC3-like Interface for Pyro☆38Updated 6 years ago
- An HMC/NUTS implementation in Aesara☆31Updated 2 years ago