def main(train): data = Read_csv(train).get() name_house = ["Hufflepuff", "Slytherin", "Ravenclaw", "Gryffindor"] note_house, name_mat = list(), list() name_mat = fill_mat(data) note_house = fill_note_house(data) histo(note_house, name_mat, name_house)
def main(train): data = Read_csv(train).get() name_mat = fill_mat(data) note = fill_note(data, len(data[0])) ret_data = all_calcul(note) write(name_mat, ret_data) bonus(name_mat, data)
def __init__(self, _filepath, _account):
self.names = access_database.get_column_in_table('name', 'accounts')
self.name = _account
self.id = access_database.get_id_where_column('accounts', 'name',
_account)
self.csv = Read_csv(_filepath)
pass
def main(train):
data = Read_csv(train).get()
data = check_empty(data)
name_house = ["Hufflepuff", "Slytherin", "Ravenclaw", "Gryffindor"]
note_house, name_mat = list(), list()
name_mat = fill_mat(data)
note_house = fill_note_house(data)
scatter_plt(note_house, name_house, name_mat)
class Product_values:
def __init__(self, _filepath):
self.data_str = None
self.account_id = None
self.csv = Read_csv(_filepath)
self.product = Product()
pass
def from_account(self, _account):
self.csv.read_depot(_account)
self.data_str = self.csv.date_str
self.account_id = 1
# this method
# reads ids of products with wkn/isin, set product_values with date, value, account_id
def update_product_values(self):
insert_product_value(self.data_str, 21.5, 518.63, 23.43,
self.account_id, self.product.id)
pass
def main(note_csv, theta_csv): data = csv.reader(open(theta_csv, "r")) theta = np.array([0.0]*4*10).reshape(4,10) for i, row in enumerate(data): for k in range(len(theta[i])): theta[i][k] = float(row[k]) data = csv.reader(open(theta_csv, "r")) data = Read_csv(note_csv).get() note = get_note(data) note = get_feat(note) note = check_empty(note) note = norme(note) note = np.array(note) test_theta(note, theta)
class GitRepoSpider(scrapy.Spider):
name = "Github"
urls = Read_csv.repo_github()
start_urls = []
for url in urls:
start_urls.append("https://github.com/" + url)
def parse(self, response):
f = open("results.txt", "a+")
for paragraph in response.css('div.Box-body p'):
for a in paragraph.css('a'):
title = a.css("::attr(href)").extract_first()
travis = re.findall("travis", title)
if (len(travis) > 0):
f.write(response.url.replace(',', '') + " true\n")
time.sleep(2)
f.close()
def main(train):
index = [2, 3, 4, 5, 6, 7, 8, 11, 12]
data = Read_csv(train).get()
data = check_empty(data, index)
note, house = list(), list()
note, house = get_note(data)
note = get_feat(note)
note = [[float(y) for y in x] for x in note]
n_norme, diviseur = norme(note)
tmp = int(len(n_norme) * 0.7)
note_train = np.array(n_norme[:tmp])
note_test = np.array(n_norme[tmp:])
house_train = np.array(house[:tmp])
house_test = np.array(house[tmp:])
theta = train_theta(note_train, house_train, diviseur)
test_theta(note_test, house_test, theta)
save_theta(theta)
print("Train successfully")
def __init__(self, _filepath):
self.data_str = None
self.account_id = None
self.csv = Read_csv(_filepath)
self.product = Product()
pass