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5.0 3.0 5.0 1.57 MB

An app to identify category of the color according to the color theory

Home Page: https://color-theory-app.dkisler.com

License: MIT License

Python 10.36% Jupyter Notebook 78.75% Dockerfile 1.23% CSS 0.48% HTML 0.35% Shell 2.53% JavaScript 6.29%
python3 machine-learning xgboost reactjs

color_theory_app's Issues

Frontend: warm/cool field value added

Add the element to display the response of the backend end-point

DoD:

  • html element added
  • js connection set to display warm/cool flag to user in response to the backend end-point

Frontend: fill page with text

Add info text to the page

DoD:

  • page has info text, e.g. some info on color theory + links to color theory pages (maybe wiki)

Frontend: Add color picker

Add color picker element

DoD:

  • color picker added to the index.html (see mockup)
  • associated js added
  • input RGB values can we propagated to backend

ml_steps.ipynb model_baseline requires self?

In my installation (I did not use Docker as instructed, but I used Ubuntu 18.04 Anaconda Python 3.7.2), the jupyter notebook model_baseline did not make prediction due to an error expecting two args for the line below:

y_predict_baseline = model_v1.predict(df[['r', 'g', 'b']])

If I put self in the definition of predict function, the error was fixed.

 `def predict(self, X: pd.DataFrame) -> np.array:`

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