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Few shot learning

  • AttFPGNN: Meta Learning with Attention Based FP-GNNs for Few-Shot Molecular Property Prediction
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  • FewGS: This repository contains source code and datasets for "Few-Shot Graph and SMILES Learning for Molecular Property Prediction."
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  • Few-Shot-Learning-for-Low-Data-Drug-Discovery: Low Data Drug Discovery with One-Shot Learning
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  • FS-Mol: A Few-Shot Learning Dataset of Molecules
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  • KRGTS: Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction
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  • Meta-MGNN:
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  • MHNfs: Context-enriched molecule representations improve few-shot drug discovery, available on HuggingFace
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  • MolFesCue: molecular property prediction in Data-Limited and imbalanced contexts using Few-Shot and contrastive learning
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  • PG-DERN: Property-Aware Relation Networks for Few-Shot Molecular Property Prediction
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LLM

  • MolecularGPT: MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction
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