def train():
user = {
'l1': NN.nodes_in_input_layer,
'l2': NN.nodes_in_hidden_layer,
'l3': NN.nodes_in_output_layer,
'akurasi': NN.accuration()
}
user['exist'] = os.path.isfile("./NN/mnist_train.csv")
return render_template('training.html', title='Training', info=user)
def hello():
user = {
'l1': NN.nodes_in_input_layer,
'l2': NN.nodes_in_hidden_layer,
'l3': NN.nodes_in_output_layer,
'akurasi': NN.accuration()
}
user['file'] = filter(None, [
v if v.split('.').pop() in allowed_file else ""
for v in os.listdir("static/clean")
])
return render_template('home.html', title='Home', info=user)
import sys
import numpy
def progress(count, total, status=''):
bar_len = 60
filled_len = int(round(bar_len * count / float(total)))
percents = round(100.0 * count / float(total), 1)
bar = '=' * filled_len + '-' * (bar_len - filled_len)
sys.stdout.write('\r[%s] %s%s %s\r' % (bar, percents, '%', status))
sys.stdout.flush()
print "Akurasi sekarang : " + str(NN.accuration()) + "%"
#train this shit out
epoch = int(raw_input("How much epoch? "))
data_file = open("./NN/mnist_train.csv", 'r')
data_list = data_file.readlines()
data_file.close()
random.shuffle(data_list)
for a in range(epoch):
counter = 0
for line in data_list:
#if counter >= 100:
# break
progress(counter,
len(data_list),
status=' Iter ' + str(a) + '/' + str(epoch - 1))
#split by the comma