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https://www.kaggle.com/isaacmg/time-series-classification-with-flow-forecast-ff

Design and Implementation Notes

Check List

  •  Implement and test GeneralClassification Data Loader
  •  Add calculation of additional metrics
    •  Precision
    •  F1
  •  Revised plotting to Weights and Biases
    •  Logging of ROC plots
    •  Refactoring and cleaning up plot functions in trainer.py
  •  End to end integration test
  •  Example classification Kaggle notebook

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Is a test-loader really necessary? Why would we want to plot the results in this case…What other functions can

Additional Changes

  • There has been some odd behavior with the ROC curves so we may want to look into that 12/21/22