pymc-devs / symbolic-pymcLinks
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
☆64Updated last year
Alternatives and similar repositories for symbolic-pymc
Users that are interested in symbolic-pymc are comparing it to the libraries listed below
Sorting:
- Probabilistic Programming eXecution protocol (PPX)☆76Updated 3 years ago
- Python S-expression emulation using tuple-like objects.☆23Updated 2 months ago
- Tools for an Aesara-based PPL.☆67Updated last year
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- An HMC/NUTS implementation in Aesara☆31Updated 2 years ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated 2 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- PyMC3-like Interface for Pyro☆38Updated 6 years ago
- Generic API for dispatch to Pyro backends.☆16Updated 3 years ago
- Evaluation Framework for Probabilistic Programming Languages☆103Updated last year
- Exponential families for JAX☆75Updated last month
- Bayesian Regression Models in Pyro☆73Updated last year
- probabilistic programming focused on fun☆49Updated this week
- Inference Combinators in JAX☆52Updated 7 months ago
- Decorator for PyMC3☆50Updated 4 years ago
- Bayesian optimization of discrete sequences☆21Updated 3 years ago
- A surface language for programming Stan models using python syntax☆45Updated 6 years ago
- Documentation:☆125Updated 2 years ago
- Subsumed into xnd☆25Updated 2 years ago
- Functional tensors for probabilistic programming☆244Updated 2 years ago
- Solve ODEs fast, with support for PyMC☆117Updated last year
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Updated last year
- A Sphinx Extension for Generating Jupyter Notebooks☆77Updated 4 months ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Updated 3 years ago
- A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…☆120Updated 10 months ago
- Python routines for Monte Carlo integration. Written in Cython and Python for fast computations. @Naereen knows the installation is broke…☆32Updated 8 months ago
- Tools for JAX☆49Updated last month
- A library for pattern matching on symbolic expressions in Python.☆170Updated last year
- Probabilistic programming system for fast and exact symbolic inference☆84Updated last year