pyprob / ppxLinks
Probabilistic Programming eXecution protocol (PPX)
☆76Updated 3 years ago
Alternatives and similar repositories for ppx
Users that are interested in ppx are comparing it to the libraries listed below
Sorting:
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Repository of models in Pyro☆30Updated last year
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 6 years ago
- Inference Combinators in JAX☆52Updated 6 months ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- Evaluation Framework for Probabilistic Programming Languages☆103Updated last year
- Documentation:☆125Updated 2 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆64Updated last year
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Probabilistic programming system for fast and exact symbolic inference☆83Updated last year
- Modular Probabilistic Programming on MXNet☆104Updated 2 years ago
- Jax-based MaxEnt☆17Updated 6 years ago
- PyMC3-like Interface for Pyro☆38Updated 6 years ago
- Functional tensors for probabilistic programming☆244Updated 2 years ago
- Dive into Jax, Flax, XLA and C++☆32Updated 5 years ago
- ☆16Updated 6 months ago
- active learning + reusable workflows + likelihood free inference☆61Updated 8 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆29Updated 7 years ago
- Exponential families for JAX☆75Updated last month
- Code to reproduce the results of 👇☆18Updated 3 years ago
- "Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.☆14Updated last year
- Matlab code implementing Minimum Probability Flow Learning.☆69Updated 11 years ago
- ☆33Updated 4 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 6 years ago
- AlgoPy is a Research Prototype for Algorithmic Differentation in Python☆88Updated last year
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆36Updated 5 years ago
- ☆80Updated 4 years ago