johannbrehmer / simulator-mining-example
Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free inference"
☆33Updated 5 years ago
Alternatives and similar repositories for simulator-mining-example:
Users that are interested in simulator-mining-example are comparing it to the libraries listed below
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆46Updated 5 years ago
- active learning + reusable workflows + likelihood free inference☆60Updated 7 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆41Updated 5 years ago
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 2 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Code for AutoGP☆26Updated 5 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- ☆30Updated 2 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆25Updated 6 years ago
- Code to reproduce the results of 👇☆18Updated 2 years ago
- Likelihood-free inference toolbox.☆57Updated 7 years ago
- Layered distributions using FLAX/JAX☆10Updated 4 years ago
- All things Monte Carlo, written in JAX.☆30Updated 2 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- Jax-based MaxEnt☆18Updated 5 years ago
- A differentiation API for PyTorch☆30Updated 4 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- Bibtex for various Python science and machine learning software☆32Updated 2 years ago
- AlgoPy is a Research Prototype for Algorithmic Differentation in Python☆83Updated 9 months ago
- Pyro models and misc examples.☆19Updated 3 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 8 years ago
- LaTeX package for randomizing author order based on a public seed.☆40Updated 10 years ago
- Upstream optimisation for downstream inference☆69Updated 2 weeks ago
- ☆59Updated 6 years ago
- Train neural networks to use as SMC and importance sampling proposals☆24Updated 7 years ago
- Neural likelihood-free methods in PyTorch.☆39Updated 5 years ago
- Repository of models in Pyro☆29Updated 8 months ago