PyPI v0.10.0

• Experiment code execution detection

  • Automatically create package requirements section (including used versions)
  • Automatically detect and store source code uncommitted changes
  • Jupyter notebook support, automatically convert notebook to python script (stored under uncommitted changes)
  • Jupyter notebook support, automatically update used packages in notebook (including used versions)

• Add resource monitoring to experiment metrics

  • Sampled every 500ms, averaged over 30 seconds
  • CPU / Network / IO / Memory etc.
  • For GPU support please install gpustat
    (currently not part of the requirements due to gpustat compatibility issues with Windows)
    $ pip install gpustat

• Automatically stop inactive experiments (default: 2 hours)

• Improved visibility

  • Finer status definitions: Identify successful completion vs. user aborted
  • Experiment plot comparison: Ensure different colors for different experiments
  • Parse newline character in experiment description
  • Show experiment start time in table display
  • Add vertical guide in scalar plots
  • Move Hyper-parameters to designated tab
  • "Admin" section now named "Profile"