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classifying_digits_mnist's Issues

Code coverage

We should do a code coverage check in our CircleCI step (In the slides)

Improve README

We should improve README to illustrate the command line options and the default behavior

Add pylint checks

We should add pylint check to the circleci and fix linting issues. Will take care of this

Wrong display for accuracy

The output shows 2 x Train Accuracy even though the second number is Test Accuracy

-----------------
Max tree depth: 9
Number of trees: 20
Impurity method: entropy
-----------------
Train Accuracy: 0.946
Train Accuracy: 0.935

Needs change in the README as well!

app.py broken due to module issue

Seems that one of my changes broke the app

$ python src/app.py -h
Traceback (most recent call last):
  File "src/app.py", line 1, in <module>
    from src import dataset
ModuleNotFoundError: No module named 'src'

Tests failing due to dependency issues

Tests are failing due to dependency issues

======================================================================
ERROR: test_app (unittest.loader._FailedTest)
----------------------------------------------------------------------
ImportError: Failed to import test module: test_app
Traceback (most recent call last):
  File "/opt/conda/envs/mnist_classifier/lib/python3.8/unittest/loader.py", line 436, in _find_test_path
    module = self._get_module_from_name(name)
  File "/opt/conda/envs/mnist_classifier/lib/python3.8/unittest/loader.py", line 377, in _get_module_from_name
    __import__(name)
  File "/root/project/tests/test_app.py", line 2, in <module>
    from src import app
  File "/root/project/src/app.py", line 1, in <module>
    import dataset
ModuleNotFoundError: No module named 'dataset'


======================================================================ttest.loader._FailedTest)
----------------------------------------------------------------------
ImportError: Failed to import test module: test_dataset
Traceback (most recent call last):
  File "/opt/conda/envs/mnist_classifier/lib/python3.8/unittest/loader.py", line 436, in _find_test_path
    module = self._get_module_from_name(name)
  File "/opt/conda/envs/mnist_classifier/lib/python3.8/unittest/loader.py", line 377, in _get_module_from_name
    __import__(name)
  File "/root/project/tests/test_dataset.py", line 6, in <module>
    from src import dataset
  File "/root/project/src/dataset.py", line 2, in <module>
    import requests
ModuleNotFoundError: No module named 'requests'
ERROR: test_dataset (uni

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