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OVERVIEW

lab is a Go package built on top of gotch - Pytorch deep learning framework for Go to facilitate deep learning research.

lab provides tool kits for common tasks of deep learning model training such as:

  • dataloader
  • data augmentation
  • optimizer builder
  • learning rate scheduler
  • model builder
  • evaluation metrics
  • evaluator
  • trainer
  • loss tracker
  • logger
  • training configuration in yaml file
  • metrics for segmentation and classification tasks

lab is also packed with data, draw and plot sub-packages.

This package is in progress and obviously there are many changes ahead. Feel free to contribute.

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Toolkits for training deep learning models built on top of gotch - Pytorch deep learning framework for Go.

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