Open rheology, end to end — from curated measurements to guarded model fits to in-browser exploration. Every tool ships with the knowledge to use it: libraries bundle agent skills, docs stay in sync with code.
mindmap
root((rheopy<br/>open rheology, end to end))
⚗️ rheofit
Flow-curve fitting library
models · guarded fitting · skill · browser app
📊 rheodata
Curated, quality-checked datasets
training · simulation · benchmarking
💻 rheolite
JupyterLite playground
rheofit walkthroughs in your browser
🌊 rheoflow
Non-Newtonian flow calculators
pipes · slits · annuli
📐 rheomodel
Flow-curve model collection
| Repository | What it is |
|---|---|
| rheofit | ⚗️ Flow-curve fitting library: nine models, guarded fitting engine, an agent skill that ships with the package, and a browser fit app |
| rheodata | 📊 Pip-installable library of quality-checked rheology datasets — literature & community, each with provenance, sample and measurement metadata |
| rheolite | 💻 JupyterLite playground reproducing the rheofit walkthroughs entirely in the browser |
| rheoflow | 🌊 Engineering calculators for non-Newtonian flow in pipes, slits and annuli |
| rheomodel | 📐 Collection of rheology flow-curve models |
Ship the skill with the tool. Each library carries its own agent skill and documentation generated from the same source of truth — so the knowledge of how to use it can never drift from the code itself. Data you cannot trust is worse than no data; every dataset and every fit carries its provenance.