DeepChem When to use Use for molecular property prediction, SMILES/graph featurization, MoleculeNet benchmarks and explicitly configured encoder transfer. The workflow also covers DeepChem materials and sequence adapters when their data/model contracts are met. Targets DeepChem 2.8.0 , still the stable PyPI release at review. Nightly 2.8.1 builds have additional APIs and different constraints; do not mix docs with a stable installation. The tested CPU stack and optional-backend limitations are in references/review.md. Workflow 1. Define compound identity, assay conditions, target units and mi…