Notes

Three main parts:

• tutils: (收集各种工具)
  • MultiLogger:
    • logging logger
    • Wandb logger
    • Tensorboard logger
    • CSVLogger
    • ExcelLogger
  • Tools:
    • tfilename / tdir / tenum / timer
  • visualizer
    • tsne
    • save_image(tensor)

• mn (收集模型/模块)

  • data: pre-process operations for data, and augmentations

    • augment
    • preprocess
    • SimpleITK ops (medical images reading / saving)

  • train:

    • models
    • loss
    • TODOs:
      • optimizers
      • schedulers

  • eval:

    • metrics
    • radiology analysis
• trainer (自定义训练框架 - 参考 pytorch-lightning )

  • learner

  • trainer:

    • usage:trainer = Trainer(logger=logger, config=config)

  • recorder:

    • Recorder

  • tester

How to install

pip install trans-utils
or
pip install git+http://gitee.com/transcendentsky/tutils.git

TODO:

Code checker: dataloader checking runtime checking