suriyadeepan / pm-pyroLinks
PyMC3-like Interface for Pyro
☆38Updated 5 years ago
Alternatives and similar repositories for pm-pyro
Users that are interested in pm-pyro are comparing it to the libraries listed below
Sorting:
- Code to reproduce the results of 👇☆18Updated 3 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Automatic differentiation + optimization☆103Updated 6 years ago
- Composable kernels for scikit-learn implemented in JAX.☆44Updated 4 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆62Updated last year
- Repository of models in Pyro☆29Updated last year
- Probabilistic Programming eXecution protocol (PPX)☆75Updated 3 years ago
- Pyro models and misc examples.☆19Updated 4 years ago
- Slides, Jupyter Notebooks and scripts for the Deep Learning: Do-It-Yourself! lectures at ENS☆21Updated 4 years ago
- Unsupervised learning and generative models in python/pytorch.☆119Updated 2 years ago
- active learning + reusable workflows + likelihood free inference☆61Updated 8 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆43Updated 4 years ago
- Evaluation Framework for Probabilistic Programming Languages☆101Updated last year
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆47Updated 5 years ago
- Bayesian inference for a logistic regression model in various languages☆42Updated 2 years ago
- Reproducible research and reusable acyclic workflows in Python. Execute code on HPC systems as if you executed them on your personal comp…☆18Updated 3 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 7 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- stochs: fast stochastic solvers for machine learning in C++ and Cython☆26Updated 2 years ago
- A python library for stochastic variational inference and differentiable probabilistic programming☆33Updated 6 years ago
- Decorator for PyMC3☆50Updated 4 years ago
- A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.☆16Updated 7 years ago
- Fast Function Extraction☆85Updated last month
- Notebook tutorials☆14Updated last year
- ☆64Updated 7 years ago