distribird
distribird is an open-source tool that helps data scientists and statisticians generate literature-informed prior distributions for Bayesian model calibration. It provides a web interface for creating and managing priors, streamlining the calibration process in statistical modeling.
Open SourceMITWebCLISelf-hosted
Overview
5 featuresIn the Data science & ML workbench space, distribird takes a focused approach. It focuses on generating informed prior distributions for Bayesian model calibration using literature data. It is built as an open-source project for data scientists and statisticians. The project is open source (MIT). It ships for the web and the command line, and it can be self-hosted.
HUN-REN AI1Science builds and maintains distribird, and it first shipped in 2026. Development happens publicly on GitHub with 42 commits in the last 90 days. Among its 5 catalogued features are bayesian calibration, prior distribution generation, and literature-informed priors.
Summary written by a language model from the project’s public pages.
- Bayesian calibration
- Prior distribution generation
- Literature-informed priors
- Web interface
- Open source
Tags
bayesian-calibrationprior-distributionsml-workbenchopen-sourcestatistical-modeling
AI capabilities
Structured
Weights: Open
Built with & integrations
Framework
FastAPI
AI providers
openai
Runs on
BrowserCLISelf-hosted
Trust & compliance
License
MIT
Verified signals
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about distribird
- What does distribird do?
- Distribird focuses on generating informed prior distributions for Bayesian model calibration using literature data. It is catalogued under Data science & ML workbench on PulseGate.
- Who is distribird for?
- distribird is an open-source project built for data scientists and statisticians.
- Does distribird have a free plan?
- Yes — distribird is open source under the MIT license and free to use.
- What platforms does distribird run on?
- distribird runs on the web and the command line. It can also be self-hosted.
- Is distribird still maintained?
- The GitHub repository shows 42 commits in the last 90 days.
- What are alternatives to distribird?
- Similar projects tracked by PulseGate include corvus-ai, MFGLib documentation, and probe-research.corvus-aiMFGLib documentationprobe-research
- Who develops distribird?
- distribird is developed by HUN-REN AI1Science.
- How long has distribird been around?
- distribird first shipped in 2026.
Also in Data science & ML workbench
Same category — not a similarity match