Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
☆66Mar 20, 2024Updated 2 years ago
Alternatives and similar repositories for symbolic-pymc
Users that are interested in symbolic-pymc are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Generic API for dispatch to Pyro backends.☆16Feb 13, 2022Updated 4 years ago
- Tools for an Aesara-based PPL.☆67Oct 28, 2024Updated last year
- Documentation:☆132May 22, 2023Updated 3 years ago
- Functional tensors for probabilistic programming☆250Aug 3, 2026Updated 2 months ago
- Python S-expression emulation using tuple-like objects.☆25Oct 20, 2025Updated 11 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Particle Gibbs sampler for Bayesian additive regression trees (BART) in Rust.☆14Jul 30, 2026Updated 2 months ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆66Oct 7, 2024Updated 2 years ago
- Aggregation of SymPy related blogs☆16Updated this week
- Automatic Reparameterisation of Probabilistic Programs☆36Jun 11, 2020Updated 6 years ago
- Logic Programming in Python☆31Sep 28, 2021Updated 5 years ago
- Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX☆23Mar 6, 2023Updated 3 years ago
- Powerful add-ons for PyMC☆143Updated this week
- Simulation based calibration and generation of synthetic data.☆62Aug 25, 2026Updated last month
- Bayesian Regression Models in Pyro☆75Jul 25, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,220Nov 15, 2024Updated last year
- SymPy based framework for optimized code generation for BSSN formulation of Einstein equation for heterogeneous platforms.☆11Sep 23, 2026Updated 2 weeks ago
- ☆17Feb 8, 2017Updated 9 years ago
- Solve ODEs fast, with support for PyMC☆123May 13, 2024Updated 2 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Oct 4, 2021Updated 5 years ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Oct 23, 2023Updated 2 years ago
- PyMC Extras extracted from the "exoplanet" library☆19Updated this week
- Home for the computational inference reading group.☆17Apr 1, 2020Updated 6 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Repository of models in Pyro☆31Jul 25, 2024Updated 2 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Jun 7, 2022Updated 4 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆59Jul 25, 2024Updated 2 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆402May 8, 2024Updated 2 years ago
- An extensible, lightweight relational/logic programming DSL written in pure Python☆251Aug 22, 2025Updated last year
- Python wrapper for nuts-rs☆208Updated this week
- A command line utility to create kernels in Jupyter from virtual environments.☆16Nov 7, 2017Updated 8 years ago
- Analytic tableau based minimal model generator, model checker and theorem prover for first-order logic with modal extensions☆20Jul 5, 2026Updated 3 months ago
- Straightforward unification in Python that's extensible via generic functions.☆53Feb 25, 2026Updated 7 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Oct 5, 2021Updated 5 years ago
- Symbolica's open-source symbolic execution engine.☆67Sep 3, 2024Updated 2 years ago
- A Stan-like probabilistic programming language.☆68Oct 23, 2020Updated 5 years ago
- Neural Guided Constraint Logic Programming for Program Synthesis☆93Dec 30, 2018Updated 7 years ago
- A Mathematica package for generating symbolic models from data☆48Mar 19, 2022Updated 4 years ago
- Probabilistic Programming eXecution protocol (PPX)☆79Mar 16, 2022Updated 4 years ago
- ☆72Feb 13, 2021Updated 5 years ago