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CHANGELOG.md

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Changelog

Unreleased

0.4.0 - 2025-01-22

  • Major revision to extend SPADE with new capabilities. Now it is possible to set a voting strategy for the pseudolabeler. It is possible to have a separate number of GMM components per model. The alpha weight parameter can now be set separately for positive and negative pseudolabels.
  • Allow labels to be arbitrary strings.
  • Upgrade Docker base image to Tensorflow 2.17.

0.3.3 - 2024-08-05

  • Add support for wildcards in GCS URIs in CSV data loader.
  • Upgrade Pandas to 2.2.2.

0.3.2 - 2024-07-16

  • Exposes the n_component and covariance_type parameters of the one-class classifier.

0.3.1 - 2024-07-13

  • Now writes out the pseudolabel weights and a flag that indicates whether a sample has a ground truth label (0) or a pseudolabel (1).

0.3.0 - 2024-07-10

  • Add the ability to use CSV files on GCS as data input/output/test sources.
  • Miscellaneous bugfixes.

0.2.2 - 2024-05-19

  • Update the OCC training to use negative and unlabeled samples for training.

0.2.1 - 2024-05-18

  • Updates to data loaders. Label column filter can now be a list of integers.

0.2.0 - 2024-05-05

  • Add PyPi support. Minor reorganization of repository.

0.1.0 - 2024-04-17

  • Initial release