Browse dataset features and predictions

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

GNU General Public License v3.0

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Closed dhondta closed 1 year ago

dhondta commented 1 year ago

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

dhondta commented 1 year ago

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