Strengths supported by sources
- Explicitly models assay bias when learning accessibility patterns.kundajelab/chrombpnet official source · README.md: title, paper description and tutorial links
model · family
ChromBPNet
ChromBPNet predicts chromatin-accessibility patterns at base resolution while separating assay bias from regulatory sequence signal.
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 |
|---|---|
| Output | Base-resolution chromatin-accessibility predictionskundajelab/chrombpnet official source · README.md: title, paper description and tutorial links |
| Model type | Not extracted or verified for this record. |
| 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
- DNA and accessibility data
- Bias-factorised model training
- Sequence prediction
- Base-resolution accessibility
- Interpretation or variant analysis
The documented workflow trains bias-factorised sequence models for accessibility measurements. Predictions can be used for sequence interpretation and variant analysis, with assay and preprocessing settings retained.
kundajelab/chrombpnet official source · README.md: title, paper description and tutorial linksBenchmarks 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
- A trained model is tied to its assay data and preprocessing; candidate applications are not verified benchmark results.kundajelab/chrombpnet official source · README.md: title, paper description and tutorial links
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-chrombpnetApplicable tests and references
Applicability is distinct from a completed evaluation.
- DART-Eval · Proposed association
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- kundajelab/chrombpnet official source · Original source · 09938fdb4397ec0006510e5251e48920a505d4de
Technical metadata and extraction receipts
Stable ID: discovery-model-chrombpnet
- areas
- genomics
- access
- official_source_linked
- benchmark applicability
- candidate; not evidence of a reported evaluation
- candidate benchmark ids
- discovery-benchmark-dart-eval
- entity level
- family
- missing metadata
- checkpoint: unextracted; code licence: unextracted; parameters: unextracted; training cutoff: unextracted; training data: unextracted; version: unextracted; weights licence: unextracted
- reported name
- ChromBPNet
- version
- Not reported
Related records
- applicable to: DART-Eval