他们使用一个带有静态描述符(对于预定义毒物的 3D,2D 描述符)和动态生成的扩展连接指纹描述符(extended connectivity fingerprint descriptors,ECFP)的大特征集,使 DNN 能够在训练期间进行自我特征推断,此外,利用 ECFP 对 DNN 模型进行统计关联分析,可以识别出与各隐层已知毒物显著相关的亚结构。 另一类用于化合物活性...
Python Reference:https://github.com/airobert/RDF2VecAtWebScale Deep Graph Kernels (KDD 2015) Pinar Yanardag and S.V.N. Vishwanathan Paper:https://dl.acm.org/citation.cfm?id=2783417 Python Reference:https://github.com/pankajk/Deep-Graph-Kernels Spectral and Statistical Fingerprints A Simple ...
资源:Word-sense disambiguation (https://en.wikipedia.org/wiki/Word-sense_disambiguation) 论文:Train-O-Matic: Large-Scale Supervised Word Sense Disambiguation in MultipleLanguages without Manual Training Data (http://www.aclweb.org/anthology/D17-1008) 资源:Train-O-Matic Data (http://trainomatic....