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CHANGELOG.md

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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog and this project adheres to Semantic Versioning.

Unreleased

[0.2.1] - 2019-10-10

Bugfix

  • Fix ignored SIGINT

[0.2.0] - 2019-09-20

New

  • Add ModuleTrainer.evaluate method
  • Add CsvWriter to evaluate method
  • Add filename_transform_function argument to SaveBestCheckpointCallback
  • Metric step method now return the intermediate computed values
  • Rename CsvWriter's extra argument to extra_data_function
  • CsvWriter can now be called with the extra_data extra argument to define the extra data that will be logged
  • Add ModuleTrainer.load method

Change

  • Rename dateset_loader to dataloader

[0.1.0] - 2019-09-16

New

  • ModuleTrainer object
  • EarlyStopping: stop training after a configurable period of stagnation
  • Checkpointing: save model and estimator at regular intervals
  • CSV file writer to output logs
  • Several metrics are available: all default PyTorch loss functions, Accuracy, MAE
  • Progress bar from console
  • SIGINT handling: handle CTRL-C
  • Model's data type (float32, float64)
  • Full use of Pytorch's Cuda support