Metadata-Version: 2.1
Name: NJmatML
Version: 0.0.5
Summary: Automates machine learning model construction for materials science via NJmatML. Please check https://github.com/Zhang-NJ-Lab/NJmatML-Functions/blob/main/define.ipynb 
Home-page: UNKNOWN
Author: Lei_Zhang
Author-email: ervin42772@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.7
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown

定义了一些函数用于机器学习建模. The test dataset is photocurrent voltages for surface modified halide perovksite films in water (or formation energy). file_name('train1.csv')  hist()  heatmap_before()    feature_select(23,0) #第一个为剩的特征个数，第二个一般都为0   heatmap_afterRFE()   FeatureImportance_before(80,8,10,4)  #rotation=80, fontsize=8, figure_size_xaxis=10,figure_size_yaxis=4   FeatureImportance_afterRFE(80,12,5,4) #rotation=80, fontsize=12, figure_size_xaxis=5,figure_size_yaxis=4      xgboost_default()     xgboost_modify(1000,200,0.2,0,0.9,0.8,0.2)


