Metadata-Version: 2.1
Name: CVHealthEva
Version: 1.0.5
Summary: CVD score & CVD age
Home-page: https://github.com/VVictorChen/CVHealthEva
Author: Victor
Author-email: chenweibang@genomics.cn
License: UNKNOWN
Description: # CVHealthEva
        
        The CVHealthEva is a python package that assists doctors to evaluate individual cardiovascular status. Users can use it to calculate the cardiovascular age, absolute risk score（ARS）and relative risk score (RRS) of individuals.
        
        
        ## Installation and dependency package
         dependency package	
        ```
        python >=3.6
        xgboost >=0.90
        ```
         Installation
        ```
        pip install cvdscore
        ```
        
        ## Example
        ```
        from xgboost import XGBClassifier
        import pickle
        import scipy.stats as st
        import pandas as pd
        import numpy as np
        import cvdscore
        test = pd.read_table('https://raw.githubusercontent.com/VVictorChen/cvdscore/master/Example/DEMO_TESTV2.csv',sep=',',encoding='utf_8_sig')
        testdata= test.drop(['result_after3year'],axis =1 ,inplace=False) 
        test.head()
        X = preprocess(testdata)
        X.head()
        cvd_age = cvdage(X)
        cvd_score = main_cvdscore(X)
        ```
        
        
        
        
        
        
        
        
        
        
        
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
