suriyadeepan / pm-pyro
PyMC3-like Interface for Pyro
β37Updated 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
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infereβ¦β33Updated 5 years ago
- Code to reproduce the results of πβ18Updated 2 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.β53Updated 2 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.β62Updated 11 months ago
- Automatic Reparameterisation of Probabilistic Programsβ36Updated 4 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".β24Updated 9 months ago
- Simulation based calibration and generation of synthetic data.β49Updated this week
- Generic API for dispatch to Pyro backends.β16Updated 3 years ago
- Repository of models in Pyroβ29Updated 7 months ago
- A pedagogical, functional-oriented deep learning library built on top of jax.β15Updated 3 years ago
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"β46Updated 5 years ago
- Discontinuous Hamiltonian Monte Carlo in JAXβ41Updated 5 years ago
- A python library for stochastic variational inference and differentiable probabilistic programmingβ32Updated 5 years ago
- Jax-based MaxEntβ18Updated 5 years ago
- stochs: fast stochastic solvers for machine learning in C++ and Cythonβ26Updated 2 years ago
- A comparison of PPL APIsβ27Updated 5 years ago
- Bibtex for various Python science and machine learning softwareβ32Updated 2 years ago
- Slides, Jupyter Notebooks and scripts for the Deep Learning: Do-It-Yourself! lectures at ENSβ21Updated 4 years ago
- active learning + reusable workflows + likelihood free inferenceβ60Updated 7 years ago
- Simulated Dual Annealing for python and benchmarksβ15Updated 6 years ago
- Modelling epidemiological dynamics and performing inference in these modelsβ27Updated 3 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer Schoolβ23Updated 6 years ago
- Probabilistic Programming eXecution protocol (PPX)β74Updated 3 years ago
- Prototypes of differentiable differential equation solvers in JAX.β27Updated 5 years ago
- "Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.β14Updated last year
- Reducing Reparameterization Gradient Variance code.β33Updated 7 years ago
- Decorator for PyMC3β50Updated 3 years ago
- Particle Gibbs for Bayesian Additive Regression Treesβ33Updated 9 years ago
- Pyro models and misc examples.β19Updated 3 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3β14Updated 2 years ago