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The optimal ML package

Project description

optipack

What optipack do:

  • Workspace management:
    • Generate folder structure for ML project
    • Generate files following the given environment in yaml format, including:
      • tool connection configuration
      • hyperparameter configuration
      • model run config
  • Logging: 🔥 all-in-one logger
    • Support console/file logger for users' log! 🔥 No more uggly print, no more terminal scrolling
    • Support tensorboard metric log.

Installation:

1. Installation from PYPI:

  • Run pip install optipack

2. Installation from source:

  • Clone this repo
  • Change directory to optipack
  • Run pip install .

How to use:

1. Use as CLI

  • All you need is running optipack on terminal :)

2. Use as library

  • ...

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