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TECHNIQUES FOR CREATING AND UTILIZING MULTIDIMENSIONAL EMBEDDING SPACES

机译:创建和利用多维嵌入空间的技术

摘要

Various embodiments are generally directed to techniques for creating and utilizing multidimensional embedding spaces for data objects, such as to condition the data for input to a neural network, for instance. Some embodiments are particularly directed to converting semi-structured data, such as a set of data objects, into object vector sets mapped to a multidimensional embedding space. In many embodiments, an embedding space for a set of data objects may be customized with a set of dimensions that correspond to various characteristics of the set of data objects. These and other embodiments are described and claimed.
机译:各种实施例通常涉及用于为数据对象创建和利用多维嵌入空间的技术,例如将用于输入到神经网络的数据。 一些实施例尤其涉及将诸如一组数据对象的半结构化数据转换为映射到多维嵌入空间的对象向量集。 在许多实施例中,可以使用对应于数据对象集的各种特征的一组尺寸来定制用于一组数据对象的嵌入空间。 描述和要求保护这些和其他实施例。

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