Side by side
BayesFlow vs OApackage (Orthogonal Array Package)
Both stand on statistical analysis software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan LinuxMacSelf-hosted+1
BayesFlow focuses on neural, simulation-based Bayesian inference with modular workflows and several backend choices. Check the separate backend requirement and JAX-only PyMC support before adopting it.
Visit BayesFlow Free plan APILinuxSelf-hosted+1
OApackage focuses on orthogonal-array and optimal-design generation and analysis, with several interfaces and file formats. Its narrow statistical scope matters if you require regression, Bayesian analysis, or general statistical testing.
Visit OApackage (Orthogonal Array Package)The facts
| BayesFlow | OApackage (Orthogonal Array Package) | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Linux, Mac, Self-hosted, Windows | API, Linux, Self-hosted, Windows |
| Lowest paid plan | Not published | Free or on request |
| Plans published | None | 1 |
| Maker | Not published | Not published |
| Website | bayesflow.org | oapackage.readthedocs.io |
| On statistical analysis software | #30 of 106 | #26 of 106 |
BayesFlow: what it does well
- Free plan and MIT license
- Supports JAX, PyTorch, and TensorFlow
- Multiple Bayesian inference workflows
- Configurable modular components
- Runs on Linux, macOS, and Windows
What to know first
- Requires a separately installed machine-learning backend
- PyMC integration supports JAX only
- No statistical tests or regression models
- No free trial
OApackage (Orthogonal Array Package): what it does well
- Free BSD-style licensed package
- Python, C++, Matlab, R, and command-line interfaces
- Reads text, binary, and gzip-compressed arrays
- Calculates D-efficiency and array criteria
- Supports normal forms and isomorphism testing
What to know first
- No statistical tests
- No regression models
- No Bayesian analysis
- Compressed files cannot be written
Alternatives to BayesFlow Alternatives to OApackage (Orthogonal Array Package) The whole list