Version 0.2.5

We add a few new features to this version:

• Toolbox: A general computing layer for tabular data - Provide implementations of pandas, dask and cudf data types

  • DefaultToolbox (Numpy + Pandas + Sklearn)
  • DaskToolbox (DaskCore + DaskML)
  • CumlToolBox (Cupy + Cudf + Cuml)

• HyperCtl: A tool package for multi-job management - Support sequencial jobs with multi-parameter settings - Support parallel jobs in remote multi-machines

• Export experiment report (.xlsx) - Include information of engineering features, ensembled models, evaluation scores, resource usages, etc. - Generate plots automatically