yonder:一个用于数据去噪和重建的Python包
yonder: A python package for data denoising and reconstruction
摘要:
我们提出了一个独立的实现的数据反卷积方法的基础上奇异值分解。该工具是用python编写的,并打包在开源的yonder包中。Yonder接收两个矩阵作为输入,一个用于数据,另一个用于误差,并输出原始数据集的去噪版本。在本研究报告中,我们简要描述了方法,并在模拟数据集上展示了yonder的演示。
英文摘要:
We present a standalone implementation of a data-deconvolution method based on singular value decomposition. The tool is written in python and packaged in the open-source yonder package. yonder receives as input two matrices, one for the data and another for the errors, and outputs a denoised version of the original dataset. In this Research Note, we briefly describe the methodology and show a demonstration of the yonder on a simulated dataset.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。