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Revamp structure #4

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celaus opened this issue Nov 1, 2018 · 0 comments
Open
7 tasks

Revamp structure #4

celaus opened this issue Nov 1, 2018 · 0 comments

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@celaus
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celaus commented Nov 1, 2018 •
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Split ML_Best_Practices.md:

  • Data folder for data prep/datasets/etc. Data Folder #6
  • Modeling (incl Testing/validation/hyperparams?) everything for best practice etc. Model Folder #7
    • Add steps and ideas for the different types of models (comp vision, time series, nlp, ...)
    • Order steps by complexity and orient towards a goal (e.g. segmentation: histogram modification - simpler to CNN segmentation - more complex)
  • Deployment to get the model into production and use it
  • List of tools -> point to an awesome list maybe, or keep at the top level
  • Contribution guidelines to CONTRIBUTING.md

@atg-abhishek
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@celaus