Merge remote-tracking branch 'origin/development' into development

X_train = []

Y_train = []

import preprocess

def preprocessing():

    XYList = preproces.loadXY()

    XYList = preprocess.loadXY()

    X_train = XYList[0]

    Y_train = XYList[1]

import numpy as np

import pandas as pd

import re

import os

from collections import Counter

import xml.etree.ElementTree

from joblib import dump, load

##############################################################################################################################################

#read in training and testing data

#kaggle and UCI contain the same data

def read_data():

    data = pd.read_csv('UCI.csv', header=None).drop(2, axis=1)

    data = data.drop_duplicates()

    #create feature matrix for training and testing data

    X, Y = prepare(features, data)

    dump(X, 'X.joblib')

    dump(Y, 'Y.joblib')

# for API

def loadXY():

    return [X, Y]

 No newline at end of file

    if not os.path.isfile('X.joblib') or not os.path.isfile('Y.joblib'):

        read_data()

    X = load('X.joblib')

    Y = load('Y.joblib')

    return X, Y

import ml

# Flask import

from flask import Flask

from flask import Flask, send_from_directory

app = Flask(__name__)

@app.route('/')

@app.route('/index')

def display_greeting():

    return "Hey!"

    #return contents of /web/index.html

    return send_from_directory('web', 'index.html')

# Run the app!