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Plotting for ML training

Project description

Installation:

pip install ploteries

Benefits:

  • Can use any name for tags, the actual name will be displayed.
  • Uses plotly plots, full flexibility.

Aims:

  • A clear separation between data and storage.
  • Separates data storage and display code - can define and re-style display post computations/storage.

Transparent computations:

  • What is Tensorboard's wall time? How is smoothign computed? How are histograms computed?

Things to do:

  • Better separation between data and display.
  • Common interface to add new plots by user used to create histograms.

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