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Releases: thieu1995/MetaPerceptron

v2.2.0

04 Jun 14:36

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  • Update latest version of dependencies mealpy to 3.0.2 and permetrics to 2.0.0
  • Update init() in MhaMlpRegressor, MhaMlpClassifier, and MhaMlpComparator classes.
  • Update workflows, examples, tests, documents, citations, and readme.

v2.1.0

24 May 10:57

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  • Fix bug name of optimizer in MhaMlp models
  • Fix bug encoding labels data in Data class
  • Add GPU support for Gradient Descent-trained MLP models
  • Rename optim_paras to optim_params in all models.
  • Fix bug in validator module
  • Fix bug missing loss_train in Gradient Descent-trained MLP models
  • Update examples, tests, documents, citations, and readme.

v2.0.0

04 Nov 07:29

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  • Re-structure and re-implement the MLP, Metaheuristic-trained MLP, and Gradient Descent-trained MLP models.
  • Remove dependency on the Skorch library.
  • Add the MhaMlpTuner class, which tunes hyperparameters for Metaheuristic-based MLP models.
  • Add the MhaMlpComparator class, which compares multiple Metaheuristic-based MLP models.
  • Update examples, tests, and documentation.
  • Update requirements, citations, and README.

v1.1.0

03 Dec 03:10

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  • Add MhaMlpRegressor and MhaMlpClassifier classes
  • Add docs folder and document website
  • Update examples and tests folders
  • Add zenodo DOI, CITATION.cff

v1.0.1

02 Dec 11:11

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  • Add infors (CODE_OF_CONDUCT.md, MANIFEST.in, LICENSE, requirements.txt)
  • Add helpers modules (act_util, metric_util, scaler_util, validator, preprocessor)
  • Add MlpRegressor and MlpClassifier classes (Based on Pytorch and Skorch)
  • Add publish workflow
  • Add examples and tests folders

v0.0.1

02 Dec 10:36

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Test publish library.