Evaluation Framework for Probabilistic Programming Languages
☆105Jan 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☆275Oct 18, 2023Updated 3 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆331Mar 20, 2024Updated 2 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Dec 1, 2019Updated 6 years ago
- Repository of models in Pyro☆31Jul 25, 2024Updated 2 years ago
- Functional tensors for probabilistic programming☆251Aug 3, 2026Updated 2 months 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.
- Probabilistic Programming eXecution protocol (PPX)☆79Mar 16, 2022Updated 4 years ago
- Tools for an Aesara-based PPL.☆68Oct 28, 2024Updated 2 years ago
- Benchmarks of Bayesian Nonparametric models in Turing and other PPLs☆28Jul 18, 2024Updated 2 years ago
- ☆14Jun 22, 2020Updated 6 years ago
- A probabilistic programming language☆319Mar 31, 2026Updated 7 months ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,138Updated this week
- Generic API for dispatch to Pyro backends.☆16Feb 13, 2022Updated 4 years ago
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆11Jan 27, 2022Updated 4 years ago
- Tutorial Code for MLHEP pyprob☆18Jun 29, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for "Noise Characterization and Error Mitigation in Near-Term Quantum Computers"☆15Oct 16, 2020Updated 6 years ago
- Dynamic programming inference by continuation hashing.☆30Apr 6, 2015Updated 11 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Jun 27, 2022Updated 4 years ago
- Iterators with message passing and feedback loops☆22Apr 14, 2023Updated 3 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Jun 10, 2024Updated 2 years ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,774Updated this week
- Logic Circuits from the Juice library☆52Jun 15, 2024Updated 2 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆402May 8, 2024Updated 2 years ago
- A metaprogramming-based implementation of the junction tree algorithm.☆22Sep 16, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Read, write and manipulate code which reads, writes and manipulates code.☆11Mar 15, 2020Updated 6 years ago
- Learn Pyro through the M5 forecasting competition☆88Apr 7, 2020Updated 6 years ago
- A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…☆125Sep 26, 2026Updated last month
- Code to reproduce the results of 👇☆18Aug 19, 2022Updated 4 years ago
- ☆42Aug 14, 2017Updated 9 years ago
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆89Mar 15, 2025Updated last year
- Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.☆104Sep 26, 2026Updated last month
- ☆11Feb 13, 2022Updated 4 years ago
- Featherweight embedded probabilistic programming language and compositional inference programming library☆19May 15, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Dice Language Support for VS Code☆10Sep 29, 2020Updated 6 years ago
- Variational Auto-Regressive Gaussian Processes for Continual Learning☆22Jun 15, 2021Updated 5 years ago
- ☆12May 27, 2025Updated last year
- Non-stationary spectral mixture kernels implemented in GPflow☆30Nov 30, 2018Updated 7 years ago
- Exploratory analysis of Bayesian models with Julia☆110Updated this week
- Numpy compatible polynomial representation☆16Oct 26, 2026Updated last week
- Probabilistic miniKanren☆70Oct 20, 2015Updated 11 years ago