amzn / MXFusionLinks
Modular Probabilistic Programming on MXNet
☆104Updated 2 years ago
Alternatives and similar repositories for MXFusion
Users that are interested in MXFusion are comparing it to the libraries listed below
Sorting:
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- Evaluation Framework for Probabilistic Programming Languages☆100Updated last year
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 5 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆33Updated 5 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆391Updated last year
- Examples of building probabilistic models with MXNet linear algebra operators☆23Updated 7 years ago
- Functional tensors for probabilistic programming☆241Updated last year
- Automatic differentiation + optimization☆103Updated 6 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Repository of models in Pyro☆29Updated 10 months ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation☆128Updated 3 years ago
- A library of scalable Bayesian generalised linear models with fancy features☆60Updated 7 years ago
- A web page explaining concepts of statistical emulation and making decisions under uncertainty in an interactive way.☆22Updated 6 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 8 years ago
- Documentation:☆120Updated 2 years ago
- An extension to Sacred for automated hyperparameter optimization.☆59Updated 7 years ago
- Additional kernels that can be used with scikit-learn's Gaussian Process module☆82Updated 10 months ago
- Experiment code for Stochastic Gradient Hamiltonian Monte Carlo☆105Updated 7 years ago
- Edward content including papers, posters, and talks☆91Updated 4 years ago
- Benchmark suite of test functions suitable for evaluating black-box optimization strategies☆51Updated 2 weeks ago
- Probabilistic Programming eXecution protocol (PPX)☆75Updated 3 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆41Updated 5 years ago
- Library for Multi-Armed Bandit Algorithms☆57Updated 8 years ago
- Backpropagate derivatives through the Cholesky decomposition☆58Updated 5 years ago
- Sequential Monte Carlo working on top of pymc☆50Updated 6 years ago
- Python package for modular Bayesian optimization☆135Updated 4 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- Kernel structure discovery research code - likely to be unstable☆190Updated 9 years ago
- Implementation of an algorithm for Markov chain Monte Carlo with data subsampling☆32Updated 9 years ago