viridono/CF-MS_Homo_sapiens_PPI
收藏Hugging Face2024-11-25 更新2024-12-14 收录
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https://hf-mirror.com/datasets/viridono/CF-MS_Homo_sapiens_PPI
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资源简介:
该数据集包含了多个Homo sapiens蛋白质共分离质谱(CF/MS)实验的处理数据,以及每对蛋白质的正负蛋白质-蛋白质相互作用(PPI)标签。数据集由伊利诺伊大学芝加哥分校的Drew Lab整理和维护。文件格式包括.elut文件和.txt文件,分别用于存储色谱分离实验的原始计数数据和蛋白质复合物的正负PPI标签。数据集的目标是作为深度学习模型(尤其是Siamese网络)的训练数据,以探索蛋白质洗脱曲线之间的非线性关系。
This dataset includes processed data from several *Homo sapiens* protein co-fractionation mass spectrometry (CF/MS) experiments, as well as positive/negative protein-protein interaction (PPI) labels for each pair. The data is intended to train deep learning models, especially Siamese networks, to explore non-linear, higher-order signals in CF/MS data for better predictive power. Maintained by Drew Lab at the University of Illinois at Chicago.
提供机构:
viridono



