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packing-box / docker-packing-box

Docker image gathering packers and tools for making datasets of packed executables and training machine learning models for packing detection

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Browse dataset features and predictions

dhondta opened this issue · comments

commented

Use cases:

  • Browse features from a dataset with the data viewer based on a given query (like for instance with select)
    Example: dataset browse test-upx
    PS: This is aimed to replace the current features command.
  • Browse features (with dropped 0-variance features filtered) AND predictions/clusters with the data viewer based on a given query
    Example: model browse test-upx_pe64_40_kmeans_f117
commented

Solution:

  • dataset browse: browse data,
  • model browse: browse the given dataset, including its predictions based on the reference model
  • dataset preprocess: browse preprocessed data, including the original data
  • model preprocess: browse preprocessed data based on the pipeline of the reference model, including the original data