Evaluation Framework for Probabilistic Programming Languages
☆104Jan 18, 2024Updated 2 years ago
Alternatives and similar repositories for pplbench
Users that are interested in pplbench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A library that allows for inference on probabilistic models☆273Oct 18, 2023Updated 2 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Mar 20, 2024Updated 2 years ago
- Repository of models in Pyro☆30Jul 25, 2024Updated last year
- Bayesian Regression Models in Pyro☆74Jul 25, 2024Updated last year
- ☆28Dec 18, 2017Updated 8 years ago
- ☆15Jun 22, 2020Updated 5 years ago
- Benchmarks of Bayesian Nonparametric models in Turing and other PPLs☆28Jul 18, 2024Updated last year
- E.T. Jaynes home phone.☆45Jan 11, 2021Updated 5 years ago
- Tools for an Aesara-based PPL.☆67Oct 28, 2024Updated last year
- Functional tensors for probabilistic programming☆245Aug 31, 2023Updated 2 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Dec 1, 2019Updated 6 years ago
- Generic API for dispatch to Pyro backends.☆16Feb 13, 2022Updated 4 years ago
- Iterators with message passing and feedback loops☆22Apr 14, 2023Updated 2 years ago
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆11Jan 27, 2022Updated 4 years ago
- Bayesian optimization of discrete sequences☆21Mar 27, 2022Updated 3 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Jun 10, 2024Updated last year
- Tutorial Code for MLHEP pyprob☆18Jun 29, 2023Updated 2 years ago
- Code for "Noise Characterization and Error Mitigation in Near-Term Quantum Computers"☆15Oct 16, 2020Updated 5 years ago
- Numpy compatible polynomial representation☆12Jan 2, 2026Updated 2 months ago
- Probabilistic Programming eXecution protocol (PPX)☆78Mar 16, 2022Updated 4 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,033Feb 3, 2026Updated last month
- State-space model inference with JAX☆54Updated this week
- Probabilistic programming via source rewriting☆420Jul 28, 2024Updated last year
- Featherweight embedded probabilistic programming language and compositional inference programming library☆18May 15, 2020Updated 5 years ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,623Updated this week
- Variational Auto-Regressive Gaussian Processes for Continual Learning☆22Jun 15, 2021Updated 4 years ago
- Implementation of Nonparametric Hamiltonian Monte Carlo☆13Feb 13, 2023Updated 3 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆392May 8, 2024Updated last year
- Simulation based calibration and generation of synthetic data.☆56Nov 12, 2025Updated 4 months ago
- Code to reproduce the results of 👇☆18Aug 19, 2022Updated 3 years ago
- ☆29Mar 9, 2026Updated 2 weeks ago
- Learn Pyro through the M5 forecasting competition☆86Apr 7, 2020Updated 5 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆24Mar 24, 2023Updated 2 years ago
- A differentiable parametrization of a group of unitary matrices.☆14May 13, 2021Updated 4 years ago
- A Python library for integrating model-based and judgmental forecasting☆110Dec 21, 2021Updated 4 years ago
- Document parameters using comments☆10Aug 6, 2021Updated 4 years ago
- Hidden Markov models in PyMC3☆96Mar 20, 2024Updated 2 years ago
- Random variables for Rust☆33Mar 4, 2026Updated 2 weeks ago
- Exploratory analysis of Bayesian models with Python☆1,797Mar 14, 2026Updated last week