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Attribute
Scientific ML Libraries & Supporting Tools

DGL-LifeSci

AWS Labs / DGL-LifeSci contributors
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CategoryScientific ML Libraries & Supporting Tools
CompanyAWS Labs / DGL-LifeSci contributors
PriceSee project terms; compute costs may apply
StatusStatus not confirmed
AvailabilitySee project access and maintenance status
Last checked16/09/2026
FeaturesGraph-neural-network tooling for chemistry and biology, Input: Molecular graphs and training labels, Output: Graph representations and molecular predictions
Entry typeResearch software / model
Access modePublic code / project terms
AI roleScientific machine learning
Input dataMolecular graphs and training labels
Output dataGraph representations and molecular predictions
Licence conditionsReview the linked release, model weights, datasets and service terms separately
Commercial eligibilityNot independently confirmed
Compute requirementsConsult linked installation guidance; workload dependent
ValidationEvaluate on representative data; no clinical suitability established
TypeNot recorded
Intended useBiological and pharmaceutical research
CompatibilityNot recorded
LimitationsPin compatible DGL and framework versions; verify model generalization on the intended chemical space.
Evidence levelProject or provider documentation; no local performance benchmark