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Tutorial for building an end-to-end machine learning application! ๐Ÿ˜Š

Home Page: https://camtsmith.com/articles/2021-02/how-to-build-ml-app-from-scratch

Python 14.58% HTML 1.93% Jupyter Notebook 83.47% Procfile 0.02%
flask heroku language-classifier machine-learning ml naive-bayes-classifier nlp scikit-learn tutorial wikipedia

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language-classifier's Issues

spice up notebook

  • add more details to notebook
  • add info on naive bayes
  • justification for train/test split

Move models to notebook

the files in modeling should be moved to a jupyter notebook. Then create some bash scripts to move around the model artifacts

Test Dataset in test.py

The below code reads from a dataset that we did not create in the tutorial,kindly advise on how to go about this:

TEST_DATA = []
for language in LANGUAGES:
    TEST_DATA.append(
        np.array([open('scraper/data/' + language + '/TEST_SET.db').read()])
    )

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