Add new file

script.py

+'''
+timeseries_classification.py
+================================================================================
+The module containing services specific for timeseries classification,
+using Deep Learning techniques
+
+Copyright 2020 - The IoTwins Project Consortium, Alma Mater Studiorum
+Università di Bologna. All rights reserved.
+'''
+#!/usr/bin/python3.6
+import os, random, pickle, tempfile, joblib
+import pandas as pd
+import numpy as np
+import sys, time, warnings, io
+np.set_printoptions(threshold=sys.maxsize)
+import os.path
+from sklearn.preprocessing import StandardScaler
+from sklearn.metrics import accuracy_score, precision_recall_fscore_support
+from sklearn.metrics import confusion_matrix, roc_auc_score
+from tensorflow.keras.models import load_model
+import tensorflow.keras as keras
+from tensorflow.keras.metrics import AUC, Precision, Recall
+pd.set_option('display.max_columns', 15)
+from collections import Counter
+from sklearn.model_selection import train_test_split
+warnings.filterwarnings('ignore')
+#from boto3sts import credentials as creds
+#import boto3, botocore, datetime
+from ast import literal_eval
+
+path_to_cert = "/ca_chain.pem"
+
+extend_trainset = True
+print("ciao")