pymc-devs / symbolic-pymc
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
☆62Updated 11 months ago
Alternatives and similar repositories for symbolic-pymc:
Users that are interested in symbolic-pymc are comparing it to the libraries listed below
- Tools for an Aesara-based PPL.☆64Updated 3 months ago
- Python S-expression emulation using tuple-like objects.☆21Updated 5 months ago
- PyMC3-like Interface for Pyro☆37Updated 5 years ago
- An HMC/NUTS implementation in Aesara☆32Updated last year
- Formulas for mixed-effects models in Python☆58Updated 3 weeks ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Simulation based calibration and generation of synthetic data.☆47Updated this week
- An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.☆24Updated 3 months ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- A surface language for programming Stan models using python syntax☆46Updated 6 years ago
- Bayesian Regression Models in Pyro☆70Updated 6 months ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 8 months ago
- Classic papers from Edwin T. Jaynes converted to latex.☆32Updated 2 years ago
- Probabilistic Programming eXecution protocol (PPX)☆73Updated 2 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Solve ODEs fast, with support for PyMC☆112Updated 9 months ago
- Exponential families for JAX☆63Updated last week
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆52Updated 2 years ago
- Bayesian inference for a logistic regression model in various languages☆43Updated last year
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆18Updated last week
- Repository of models in Pyro☆29Updated 6 months ago
- Inference Combinators in JAX☆46Updated 3 months ago
- All things Monte Carlo, written in JAX.☆30Updated last year
- Probabilistic programming system for fast and exact symbolic inference☆77Updated 7 months ago
- Documentation:☆119Updated last year
- Evaluation Framework for Probabilistic Programming Languages☆99Updated last year
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆14Updated 2 years ago
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Decorator for PyMC3☆50Updated 3 years ago