nagarindkx

from sklearn.metrics import roc_auc_score
from math import sqrt

def roc_auc_ci(y_true, y_score, positive=1):
    AUC = roc_auc_score(y_true, y_score)
    N1 = sum(y_true == positive)
    N2 = sum(y_true != positive)
    Q1 = AUC / (2 - AUC)
    Q2 = 2*AUC**2 / (1 + AUC)
    SE_AUC = sqrt((AUC*(1 - AUC) + (N1 - 1)*(Q1 - AUC**2) + (N2 - 1)*(Q2 - AUC**2)) / (N1*N2))

nagarindkx

import requests
def callback(request):
    zoom_verification_token="ZOON_VERIFICATION_TOKEN"
    access_token='LINE_NOTIFY_TOKEN'

    re_auth=request.headers['authorization']
    #if re_auth == zoom_verification_token:x
    if re_auth == re_auth:
        notify_url = 'https://notify-api.line.me/api/notify'
        header={

nagarindkx

function moveFilesFromDriveToShareDrive() {
  /*
  Created by: Kanakorn Horsiritham
  Digital Innovation and Data Analytics (DIDA)
  Faculty of Medicine
  Prince of Songkla University
  Hatyai, Songkhla
  THAILAND
  */
  sourceFS=DriveApp.getFolderById('GoogleDrive-Folder-ID').getFiles()

nagarindkx

function copyFilesFromDriveToShareDrive() {
  /*
  Created by: Kanakorn Horsiritham
  Digital Innovation and Data Analytics (DIDA)
  Faculty of Medicine
  Prince of Songkla University
  Hatyai, Songkhla
  THAILAND
  */
  

nagarindkx

/*
*  KX MailMerge
*  Developer: Kanakorn Horsiritham
*    Computer Center, Prince of Songkla University
*    Hat Yai, Songkhla, THAILAND
*  Create Date: 2016-11-28
*  Website: http://sysadmin.psu.ac.th/author/kanakorn-h/
*/

nagarindkx

# Test
echo "Hello World"