DayF core  1.2.1.2
DayF (Decision at your Fingertips) is an AutoML freeware development framework that let developers works with Machine Learning models without any idea of AI, simply taking a csv dataset and the objective column
dataload.py
1 
3 
4 '''
5 Copyright (C) e2its - All Rights Reserved
6  * Unauthorized copying of this file, via any medium is strictly prohibited
7  * Proprietary and confidential
8  *
9  * This file is part of gDayF project.
10  *
11  * Written by Jose L. Sanchez del Coso <e2its.es@gmail.com>, 2016-2019
12 '''
13 
14 from pandas import read_csv as read_csv
15 
16 
17 class DataLoad (object):
18 
19 
20 
22  def __init__(self):
23  self.data = dict()
24  self.data['ARM'] = dict()
25  self.data['ARM']['test'] = 'https://raw.githubusercontent.com/e2its/datasets/master/ARM-Metric-test-TS.csv'
26  self.data['ARM']['train'] = 'https://raw.githubusercontent.com/e2its/datasets/master/ARM-Metric-train-TS.csv'
27  self.data['CPP'] = dict()
28  self.data['CPP']['train'] ='https://raw.githubusercontent.com/e2its/datasets/master/CPP_base_ampliado.csv'
29  self.data['CPP']['test'] ='https://raw.githubusercontent.com/e2its/datasets/master/CPP_base_ampliado.csv'
30  self.data['DM'] = dict()
31  self.data['DM']['train'] ='https://raw.githubusercontent.com/e2its/datasets/master/DM-Metric-missing-3.csv'
32  self.data['DM']['test'] = 'https://raw.githubusercontent.com/e2its/datasets/master/DM-Metric-missing-test-3.csv'
33  self.data['ENB'] = dict()
34  self.data['ENB']['train'] = 'https://raw.githubusercontent.com/e2its/datasets/master/ENB2012_data-Y1.csv'
35  self.data['ENB']['test'] = 'https://raw.githubusercontent.com/e2its/datasets/master/ENB2012_data-Y1.csv'
36  self.data['FOOTSET'] = dict()
37  self.data['FOOTSET']['train']= 'https://raw.githubusercontent.com/e2its/datasets/master/football.train2-r.csv'
38  self.data['FOOTSET']['test'] = 'https://raw.githubusercontent.com/e2its/datasets/master/football.test2-r.csv'
39 
40  def arm(self):
41  return read_csv(self.data['ARM']['train']), read_csv(self.data['ARM']['test'])
42 
43  def cpp(self):
44  return read_csv(self.data['CPP']['train']), read_csv(self.data['CPP']['test'])
45 
46  def dm(self):
47  return read_csv(self.data['DM']['train']), read_csv(self.data['DM']['test'])
48 
49  def enb(self):
50  return read_csv(self.data['ENB']['train']), read_csv(self.data['ENB']['test'])
51 
52  def footset(self):
53  return read_csv(self.data['FOOTSET']['train']), read_csv(self.data['FOOTSET']['test'])
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