HemanthKari/rcsb-ligand-retrieval-v0.1
收藏Hugging Face2026-04-23 更新2026-04-26 收录
下载链接:
https://hf-mirror.com/datasets/HemanthKari/rcsb-ligand-retrieval-v0.1
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资源简介:
RCSB蛋白质-配体检索索引是一个公开许可的检索数据集,包含来自RCSB蛋白质数据库的72,388个蛋白质-配体复合物,专为基于结构的药物发现而设计。数据集包括蛋白质序列、配体SMILES、结合位点嵌入、配体嵌入(Morgan指纹)、FAISS HNSW索引、结合亲和力标签(来自BindingDB)以及规范化的训练/验证分割。所有组件均可商业再分发,适用于多种药物发现任务,如姿势预测、支架搜索和虚拟筛选基准构建。
The RCSB Protein-Ligand Retrieval Index is an openly licensed retrieval dataset of 72,388 protein-ligand complexes from the RCSB Protein Data Bank, built for retrieval-augmented structure-based drug discovery. It includes protein sequences, ligand SMILES, pocket embeddings, ligand embeddings (Morgan fingerprints), a FAISS HNSW index, binding affinity labels (from BindingDB), and canonical train/val splits. Every component is commercially redistributable and suitable for various drug discovery tasks such as pose prediction, scaffold search, and virtual screening benchmark construction.
提供机构:
HemanthKari



