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MLE

repo for:

  • CNN: typical deep learning pipeline for CV task
  • Data analysis:
    • Data exploration for CV
    • Data preprocessing for CV
  • Data Science:
    • Pandas
    • Matplotlib
    • scikit-learn
  • Machine learing:
    • Classic machine learning algorithom for cv
    • Corresponding tricks for model improvement of each ML modles

TBD:

  • Numpy in data science
  • XGBOOST in ML algorithom
  • Feature importance (selection)