dritchie / probabilistic-python
Turning Python into a probabilistic programming language
☆19Updated 10 years ago
Alternatives and similar repositories for probabilistic-python:
Users that are interested in probabilistic-python are comparing it to the libraries listed below
- Discontinuous Hamiltonian Monte Carlo in JAX☆41Updated 5 years ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Layered distributions using FLAX/JAX☆10Updated 4 years ago
- "Parameter origami" -- folding and unfolding collections of parameters for optimization and sensitivity analysis.☆14Updated last year
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆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
- ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language☆16Updated 5 years ago
- Optimally-weighted herding is Bayesian Quadrature☆16Updated 8 years ago
- Implementation of Variance Reduction Techniques in Julia☆11Updated 8 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- AlgoPy is a Research Prototype for Algorithmic Differentation in Python☆83Updated 8 months ago
- ☆12Updated 4 years ago
- Jax-based MaxEnt☆18Updated 5 years ago
- ☆15Updated 6 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 6 years ago
- Deep Probabilistic Programming Language☆19Updated 8 months ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27Updated 5 years ago
- Expectation Particle Belief Propagation code☆12Updated 6 years ago
- Quasi-Newton Algorithm for Stochastic Optimization☆10Updated 2 years ago
- Repository of models in Pyro☆29Updated 8 months ago
- ☆15Updated 4 years ago
- Slides, Jupyter Notebooks and scripts for the Deep Learning: Do-It-Yourself! lectures at ENS☆21Updated 4 years ago
- A library for downstream compatibility of Numpy-compatible arrays.☆10Updated 5 years ago
- Code to reproduce the results of 👇☆18Updated 2 years ago
- Information geometry and its extension information topology☆10Updated 7 years ago