Python包得到未来每个国家使用FBProphet模型的Covid19预测
covid19forecast的Python项目详细描述
用fbprophet模型预测未来所有病例的Covid19
关于
Python包来获得未来所有案例的Covid19预测
安装
pip install covid19forecast
or in colab google cloud
!pip install covid19forecast
get第一个病例的用法（已确认、已康复、任何柜台死亡）
^{pr2}$# country name
country='Iraq'
#path for covide19 dataset
path_csv='covid_19_data.csv'
#name of folder
dir_name='Iraq'
# name of out result for all cases in new dataset
out_csv='iraq.csv'
# what days number to forecasting for any case
next_periods=10
# what name of dataset for all forecasting for any case
csv_name='iraq.csv'
# to get all cases for country
all=cases.all_cases(country,path_csv,dir_name,out_csv)
# to get confirmed cases for country
confirmed=cases.confirmed_case(country,path_csv,dir_name,out_csv)
#to get deaths cases for country
deaths=cases.deaths_case(country,path_csv,dir_name,out_csv)
#to get recoverd cases for country
recoverd=cases.recoverd_case(country,path_csv,dir_name,out_csv)
用于所有病例的get预测（已确认、已康复、任何柜台死亡）
from covid19forecast import forecast
# to get forecasting for country confirmed case
forecast.confirmed_forecast(confirmed,next_periods,dir_name,csv_name,country)
# to get forecasting for country deaths case
forecast.deaths_forecast(deaths,next_periods,dir_name,csv_name,country)
# to get forecasting for country recoverd case
forecast.recoverd_forecast(recoverd,next_periods,dir_name,csv_name,country)
检查
验证此库中检索到的数据 请访问网站下载新的covid19数据集
https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset
教程
你可以在colab中看到教程
https://colab.research.google.com/drive/12TnzM0E-oZgsrwlaQ5vYCdhsym6UDNUa
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