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Commits on Feb 1, 2023

• Changed README instructions for creating env

  clamytoe

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Commits on Dec 29, 2022

• Cleaned up environment.yml, but haven't tested

  clamytoe

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• Streamlined the requirements.txt file

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Commits on Dec 23, 2022

• Added code that implrements KFold Cross Validation, which increased my score to 0.97777

  clamytoe

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Commits on Dec 22, 2022

• Added mlruns folder to ignore list

  clamytoe

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Commits on Dec 19, 2022

• Fixed typo

  clamytoe

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• Rewrote Dockerfile to reduce number of layers

  clamytoe

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• Properly setup favicon.ico so that it would be found

  clamytoe

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• Recreated images with new output

  clamytoe

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• Modified result examples with new output

  clamytoe

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• Modified service to return probabilities

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• Fixed typo in image name

  clamytoe

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• Updated note about using testing scripts locally

  clamytoe

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• Updated script to be able to test cloud service

  clamytoe

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• Updated README.md with all new filenames

  clamytoe

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• Updated mogenius image

  clamytoe

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• Deleted evaluate_model.py because it did the same as predict.py

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• Added check for model before running prediction

  clamytoe

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• Renamed jupyter notebook

  clamytoe

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• Renamed test scripts to better describe what they do

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• Modified script to use extra training images

  clamytoe

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• renamed script

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• Added note about using extra images

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• Removed sumission.csv file from repo

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• Added more images to cloud section

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• Added model files to ignore list

  clamytoe

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• Used variable name for output file creation

  clamytoe

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• Added variable for model name

  clamytoe

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• Changed model saved name to make it more consistent

  clamytoe

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• Removed model because it exeeded githubs maximum recommended size

  clamytoe

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• Added process_data.py to create submission.csv file

  clamytoe

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• Added more models to EDA

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Commits on Dec 18, 2022

• Removed commented out code

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• Updated train.py script

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• Added sample run of training session

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