2025年Band gap and band alignment prediction of nitride-based semiconductors using machine learning复现

Band gap and band alignment prediction of nitride-based semiconductors using machine learning复现import pandas as pd import numpy as np import matplotlib pyplot as plt import seaborn as sns 读取数据 import camelot tables camelot read pdf c8tc05554h1 pdf

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import pandas as pd import numpy as np import matplotlib.pyplot as plt import seaborn as sns 

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读取数据

讯享网import camelot tables = camelot.read_pdf('c8tc05554h1.pdf', pages='3,4,5', flavor="stream", strip_text="\n", row_tol=2) #类似于Pandas打开CSV文件的形式 
#动态命名 varDict=locals() for i ,table in enumerate(tables): varDict['df_'+str(i)]=table.df 
讯享网df=pd.concat([df_0,df_1,df_2]) df.shape 
(301, 32) 
讯享网df.head() 
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