Strengths supported by sources
- Provides explicit modelling assumptions and several mechanistic analysis procedures.opencobra/cobrapy official source · README.rst: What is COBRApy?
model · method
COBRApy
COBRApy provides constraint-based analyses of metabolic networks, rather than a pretrained neural checkpoint.
At a glance
Explanatory profile: source reviewed · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Method class | Constraint-based metabolic modellingopencobra/cobrapy official source · README.rst: What is COBRApy? |
| Known versions | Not extracted or verified for this record. |
| Training data | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Schematic of the documented input, computation and output; not an executable configuration.
Read the diagram as text
- Metabolic reconstruction
- Bounds and objective
- Optimisation solver
- Flux or deletion analysis
- Predicted metabolic behaviour
A metabolic reconstruction and constraints are passed to an optimisation solver. Analyses include flux balance, flux variability and gene-deletion experiments. Results depend on the reconstruction, objective, bounds and solver.
opencobra/cobrapy official source · README.rst: What is COBRApy?Benchmarks and results
Release 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.
No evaluations linked in this release.
Strengths and limitations
Limitations and conditions
- Software identity alone is insufficient to reproduce an analysis; biological constraints and solver settings must be recorded.opencobra/cobrapy official source · README.rst: What is COBRApy?
Profile review details
Primary project documentation or paper inspected for the explanatory claims and cited locations. Reviewed coverage concerns this narrative, not complete metadata, independent reproduction or a performance ranking.
Stable record: discovery-model-cobrapySources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- opencobra/cobrapy official source · Original source · 5aa19300fbf5dd632a9ac5c39ca28c1c621b943d
Technical metadata and extraction receipts
Stable ID: discovery-model-cobrapy
- areas
- mechanistic-biology
- access
- official_source_linked
- benchmark applicability
- candidate; not evidence of a reported evaluation
- candidate benchmark ids
- None recorded
- entity level
- method
- missing metadata
- checkpoint: unextracted; code licence: unextracted; parameters: unextracted; training cutoff: unextracted; training data: unextracted; version: unextracted; weights licence: unextracted
- reported name
- COBRApy
- version
- Not reported
Related records
- model: Flux-balance prediction