Automates data-driven machine learning for materials science via NJmatML (材料数据可视化、机器学习建模与预测)
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User Mannual(说明书参见): https://github.com/Zhang-NJ-Lab/NJmatML/blob/main/2022-11-17/NJmatML-2022-11-17.ipynb
csv模板请参见:https://github.com/Zhang-NJ-Lab/NJmatML/tree/main/2022-11-17
模块:数据读取,可视化,热图,特征选择,特征生成,重要性排名,机器学习建模,准确率计算,交叉验证,符号回归等等。封装了简便函数用于机器学习建模。
实验友好
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