pyro-ppl / pyro-models
Repository of models in Pyro
☆29Updated 7 months ago
Alternatives and similar repositories for pyro-models:
Users that are interested in pyro-models are comparing it to the libraries listed below
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆41Updated 5 years ago
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Updated 3 years ago
- Evaluation Framework for Probabilistic Programming Languages☆100Updated last year
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- Composable kernels for scikit-learn implemented in JAX.☆43Updated 4 years ago
- Python implementation of projection losses.☆25Updated 5 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- Reweighted Expectation Maximization☆29Updated 5 years ago
- "Variational inference tools to leverage estimator sensitivity."☆16Updated last year
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆83Updated 9 months ago
- ☆80Updated 3 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 3 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 4 years ago
- Documentation:☆119Updated last year
- NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.☆67Updated 5 years ago
- Inference Combinators in JAX☆46Updated 4 months ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Train neural networks to use as SMC and importance sampling proposals☆24Updated 7 years ago
- a deep recurrent model for exchangeable data☆34Updated 4 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆32Updated 5 years ago
- ☆30Updated 3 years ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- Statistical adaptive stochastic optimization methods☆33Updated 4 years ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆101Updated last year
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- Implicit generative models and related stuff based on the MMD, in PyTorch☆16Updated 4 years ago