stereopep-ano/stereopep
收藏资源简介:
该数据集包含多个配置,专注于肽类化合物的立体化学和性质研究。主要配置包括:1) StereoPep:提供肽序列、SMILES表示、B值(可能为生物活性指标)、Z值和长度,用于训练、验证和测试;2) diastereomer_pairs:包含非对映异构体对,比较序列、SMILES和B值差异;3) point_mutant_pairs:涉及点突变对,展示突变位置、残基变化和B值变化;4) terminal_tag_pairs:研究末端标签对肽序列和性质的影响。数据集适用于机器学习模型在肽设计、立体化学分析和性质预测中的应用。
This dataset includes multiple configurations focused on the stereochemistry and properties of peptide compounds. Key configurations are: 1) StereoPep: Provides peptide sequences, SMILES representations, B-values (likely indicating biological activity or physical properties), Z-values, and lengths, used for training, validation, and testing; 2) diastereomer_pairs: Contains diastereomer pairs, comparing sequences, SMILES, and B-value differences; 3) point_mutant_pairs: Involves point mutant pairs, showing mutation positions, residue changes, and B-value variations; 4) terminal_tag_pairs: Studies the effects of terminal tags on peptide sequences and properties. The dataset is suitable for machine learning models in peptide design, stereochemical analysis, and property prediction.



