A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
☆121Jan 31, 2025Updated last year
Alternatives and similar repositories for Birch
Users that are interested in Birch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.☆104Sep 12, 2023Updated 2 years ago
- Probabilistic Solution of Differential Equations☆13Jun 19, 2022Updated 3 years ago
- Fork of Enzyme to work on Reverse-Mode Differentiation at the MLIR-level.☆11Apr 23, 2023Updated 2 years ago
- An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.☆27Apr 20, 2025Updated 11 months ago
- Functional tensors for probabilistic programming☆244Aug 31, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Sampling with Blackjax on Aesara☆11Mar 10, 2023Updated 3 years ago
- Bayesian optimization of discrete sequences☆21Mar 27, 2022Updated 4 years ago
- Bayesian Modelling in Epidemiology Case Line Lists☆14Oct 7, 2025Updated 6 months ago
- An R package for the analysis of infectious disease transmission data☆10Nov 8, 2021Updated 4 years ago
- Bayesian Linear Regression in Julia☆30Aug 29, 2025Updated 7 months ago
- Estimate epidemiological delay distributions with brms☆15Updated this week
- Sequential Monte Carlo in python☆491Feb 19, 2026Updated last month
- Online inference on reactive probabilistic models, with SMC and symbolic methods☆16Jun 7, 2023Updated 2 years ago
- A library for bayesian variable selection☆31Jan 24, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Compute the most likely permutation of a lattice given an LM☆10Jan 3, 2013Updated 13 years ago
- Short course on parametric survival analysis☆15Nov 22, 2024Updated last year
- Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms☆63Feb 22, 2026Updated last month
- A little less conversation, a little more abstraction☆87Dec 10, 2021Updated 4 years ago
- ☆14Feb 2, 2023Updated 3 years ago
- A light interface to serial and multi-threaded Sequential Monte Carlo☆32Dec 15, 2021Updated 4 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 2 years ago
- Infectious disease model library and utilities☆15Sep 2, 2022Updated 3 years ago
- Bayesian inference with probabilistic programming.☆2,227Apr 7, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆29Mar 30, 2026Updated 2 weeks ago
- A curated list of resources to help with computational research.☆21Jun 11, 2022Updated 3 years ago
- ☆12Feb 13, 2022Updated 4 years ago
- Python S-expression emulation using tuple-like objects.☆25Oct 20, 2025Updated 5 months ago
- Python interface for the Stan to (Num)Pyro compiler.☆14Oct 20, 2021Updated 4 years ago
- Reverse-mode automatic differentiation with delimited continuations☆16Jul 3, 2023Updated 2 years ago
- Evaluation Framework for Probabilistic Programming Languages☆104Jan 18, 2024Updated 2 years ago
- Building blocks for simple and advanced particle filtering in Gen.☆27Mar 19, 2024Updated 2 years ago
- Code to reproduce the results of 👇☆18Aug 19, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Estimate epidemiological quantities from repeated cross-sectional prevalence measurements☆17Nov 10, 2023Updated 2 years ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆59Jul 25, 2024Updated last year
- Estimation of calibration errors.☆17Jun 1, 2024Updated last year
- Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff☆153Mar 3, 2026Updated last month
- ☆64Feb 10, 2025Updated last year
- The PERPL Compiler☆14Oct 17, 2025Updated 5 months ago
- A domain-specific probabilistic programming language for modeling and inference with language models☆142Apr 29, 2025Updated 11 months ago