The automatic information extraction and particle size classification of industrial sample with X-ray fluorescence spectra

This repository contains a software implementation of algorithms for X-ray spectra automatic processing (DSpectra_1st_form_db.ipyn) and classification of particle size of samples (DSpectra_2nd_fraction.ipyn). Data array of "objects-properties" for NPK(S) 4-30-15(16) mineral fertilizer (spe_df_cl_type) and raw X-ray spectra (specs.zip) is presented.

本仓库包含两款算法的软件实现：其一为X射线光谱（X-ray spectra）自动处理算法（对应文件DSpectra_1st_form_db.ipynb），其二为样品粒径分类算法（对应文件DSpectra_2nd_fraction.ipynb）。本仓库同时提供了针对NPK(S) 4-30-15(16)型矿物肥料的「对象-属性」型数据阵列（spe_df_cl_type），以及原始X射线光谱数据压缩包（specs.zip）。