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Comparez modèles biologiques, moteurs de docking et flux de calcul côte à côte. Filtrez par modèle d'accès, empreinte de calcul et catégorie pour parvenir à une table de décision exploitable en moins d'une minute.
| Attribut | ＋ Ajouter un outil | |||||
|---|---|---|---|---|---|---|
| Category | Genomics & Bioinformatics | Genomics & Bioinformatics | Genomics & Bioinformatics | Genomics & Bioinformatics | Genomics & Bioinformatics | — |
| Subcategory | Variant Calling | Regulatory Genomics | Conventional or Statistical Baselines | Research AI Methods | Research AI Methods | — |
| Company | Google DeepMind | Research / method authors | Research / method authors | Research / method authors | — | |
| Access mode | Public code | Research code or publication | Confirm distribution and exact release | Confirm distribution and exact release | Confirm distribution and exact release | — |
| Licence conditions | Check the selected release and model licence | Check code and model weights separately | NOT_INDEPENDENTLY_AUDITED | NOT_INDEPENDENTLY_AUDITED | NOT_INDEPENDENTLY_AUDITED | — |
| Compute requirements | Version and workload dependent; not independently benchmarked | Check selected checkpoint and runtime; no GPU catalog recommendation | Version and data dependent | Version and data dependent | Version and data dependent | — |
| Biological application | Non enregistré | Non enregistré | Non enregistré | Non enregistré | Non enregistré | — |
| Research workflow | Non enregistré | Non enregistré | Non enregistré | Non enregistré | Non enregistré | — |
| Evidence level | Project documentation; no local benchmark | Peer-reviewed primary method | PEER_REVIEWED_METHOD_OR_CONFERENCE | PEER_REVIEWED_METHOD_OR_CONFERENCE | PEER_REVIEWED_METHOD_OR_CONFERENCE | — |
| Commercial eligibility | Confirm exact code, weights and data terms | Unknown, requires audit | NOT_INDEPENDENTLY_AUDITED | NOT_INDEPENDENTLY_AUDITED | NOT_INDEPENDENTLY_AUDITED | — |
| Price | See access and licence terms | Check selected model licence | Verify access and licence | Verify access and licence | Verify access and licence | — |
| Availability ⓘ | Public code | Public research method/code | Method paper or official documentation | Method paper or official documentation | Method paper or official documentation | — |
| Features | Deep-learning variant calling, Documented research workflow | Predicts genomic regulatory tracks and predicted functional effects of noncoding DNA variants., Genomic regulatory track, sequence-variant contrast | bcftools scientific method, Reference genome with aligned short-read input and correct ploidy assumptions, VCF/BCF variant calls and variants QC operations | CADD scientific method, Human genomic variant coordinates mapped to correct reference assembly, Combined annotation-dependent depletion scores | EVE scientific method, Protein family homolog alignment and compatible human missense variants, Evolutionary deep generative variant effect estimate | — |
| Entry type | Research software / model | Research AI model / method | Classical/statistical scientific method | Source-scoped research method | Source-scoped research method | — |
| AI role | Machine-learning software | Published biomedical AI method | NON_AI_STATISTICAL | ENSEMBLE_ML | DEEP_LEARNING | — |
| Input data | Aligned sequencing reads and reference genome | DNA sequence interval; alleles and tissue/assay ontology | Reference genome with aligned short-read input and correct ploidy assumptions | Human genomic variant coordinates mapped to correct reference assembly | Protein family homolog alignment and compatible human missense variants | — |
| Output data | Variant calls | Genomic regulatory track; sequence-variant contrast | VCF/BCF variant calls and variants QC operations | Combined annotation-dependent depletion scores | Evolutionary deep generative variant effect estimate | — |
| Validation | Evaluate on representative held-out data | Requires independent dataset-specific evaluation | Published method scope; no independent BioAtlas execution or benchmark | Published method scope; no independent BioAtlas execution or benchmark | Published method scope; no independent BioAtlas execution or benchmark | — |
| Type | Non enregistré | Non enregistré | Non enregistré | Non enregistré | Non enregistré | — |
| Intended use | Non enregistré | Non enregistré | Non enregistré | Non enregistré | Non enregistré | — |
| Compatibility | Non enregistré | Non enregistré | Non enregistré | Non enregistré | Non enregistré | — |