def test_feedback(self):
test_file = "test_feedback.txt"
feedback_file = MachineLoader.feedback(machines.number_recognizer,
None,
file_name=test_file)
if os.path.isfile(feedback_file):
os.remove(feedback_file)
data = [0] * 64
target = [0]
feedback = target + data
# create file
MachineLoader.feedback(machines.number_recognizer,
feedback,
file_name=test_file)
# append file
MachineLoader.feedback(machines.number_recognizer,
feedback,
file_name=test_file)
with open(feedback_file, mode="rb") as r:
lines = r.readlines()
self.assertEqual(2, len(lines))
os.remove(feedback_file)
def post(self):
data = self.get_arguments("data[]")
result = ""
feedback = Validator.validate_feedback(data)
if len(feedback) > 0:
MachineLoader.feedback(machines.number_recognizer, feedback)
else:
result = "feedback format is wrong."
resp = {"result": result}
self.write(resp)
def post(self):
data = self.get_arguments("data[]")
result = ""
feedback = Validator.validate_feedback(data)
if len(feedback) > 0:
MachineLoader.feedback(machines.number_recognizer, feedback)
else:
result = "feedback format is wrong."
resp = {"result": result}
self.write(resp)
def post(self):
data = self.get_arguments("data[]")
result = ""
feedback = Validator.validate_feedback(data)
if len(feedback) > 0:
# save feedback to file
MachineLoader.feedback(machines.number_recognizer, feedback)
# online training
machine = MachineLoader.load(machines.number_recognizer)
machine.partial_fit(feedback[1:], [feedback[0]])
MachineLoader.save(machines.number_recognizer, machine)
else:
result = "feedback format is wrong."
resp = {"result": result}
self.write(resp)
def post(self):
data = self.get_arguments("data[]")
result = ""
feedback = Validator.validate_feedback(data)
if len(feedback) > 0:
# save feedback to file
MachineLoader.feedback(machines.number_recognizer, feedback)
# online training
machine = MachineLoader.load(machines.number_recognizer)
machine.partial_fit(feedback[1:], [feedback[0]])
MachineLoader.save(machines.number_recognizer, machine)
else:
result = "feedback format is wrong."
resp = {"result": result}
self.write(resp)
def test_feedback(self):
test_file = "test_feedback.txt"
feedback_file = MachineLoader.feedback(machines.number_recognizer, None, file_name=test_file)
if os.path.isfile(feedback_file):
os.remove(feedback_file)
data = [0] * 64
target = [0]
feedback = target + data
# create file
MachineLoader.feedback(machines.number_recognizer, feedback, file_name=test_file)
# append file
MachineLoader.feedback(machines.number_recognizer, feedback, file_name=test_file)
with open(feedback_file, mode="rb") as r:
lines = r.readlines()
self.assertEqual(2, len(lines))
os.remove(feedback_file)
