Unlock: Deep Generative Models for Molecules
VAEs on SMILES, Junction-Tree VAEs on graphs, normalizing flows like GraphAF and MoFlow, and equivariant 3D diffusion (EDM, GeoLDM). The evaluation pitfalls — validity, novelty, drug-likeness — are as important as the architectures.
258 Prerequisites0 Mastered0 Working189 Gaps
Prerequisite mastery27%
Recommended probe
Spectral Clustering is your weakest prerequisite with available questions. You haven't been assessed on this topic yet.
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Diffusion ModelsResearch
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Variational AutoencodersAdvanced
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