JuliaMatSci / CBFV.jl

A simple composition-based feature vectorization utility in Julia

Home Page:https://juliamatsci.github.io/CBFV.jl/

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Gotchas and peformance to address

stefanbringuier opened this issue · comments

  • The oliynyk database has Missing data types, add option in readdatabasefile function to fill with some value (default 0.0 but probably want average for database.
  • Add multithreading to assignfeatures loop.
  • Remove as many Abstract data types. This seems to be causing large memory allocations in first call.
  • Fix range call in removeunsupported!
  • combinefeatures is not implemented correctly for various scenarios.
  • Work in support for custom element data sets. Requires working back through generatefeatures-> processinputdata -> ...