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ReactionCode: format for reaction searching, analysis, classification, transform, and encoding/decoding

机译:反式码:反应搜索,分析,分类,转换和编码/解码格式

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摘要

In the past two decades a lot of different formats for molecules and reactions have been created. These formats were mostly developed for the purposes of identifiers, representation, classification, analysis and data exchange. A lot of efforts have been made on molecule formats but only few for reactions where the endeavors have been made mostly by companies leading to proprietary formats. Here, we present ReactionCode:?a new open-source format that allows one to encode and decode a reaction into multi-layer machine readable code, which aggregates reactants and products into a condensed graph of reaction (CGR). This format is flexible and can be used in a context of reaction similarity searching and classification. It is also designed for database organization, machine learning applications and as a new transform reaction language.
机译:在过去二十年中,已经产生了许多不同的分子形式和反应。这些格式主要用于标识符,表示,分类,分析和数据交换的目的。在分子格式上进行了许多努力,但只有很少的反应,其中努力由通往专有格式的公司制定。在这里,我们呈现了反应码:?一种新的开源格式,允许一个人将反应进行编码和解码成多层机器可读代码,将反应物和产品聚集成反应的浓缩图(CGR)。此格式是灵活的,可以在反应相似性搜索和分类的背景下使用。它也是为数据库组织,机器学习应用程序和新的变换反应语言设计的。

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