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Sklearn compatible interface.#3

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alucantonio wants to merge 19 commits intomastercpml-au/AlpineGP:masterfrom sklearncpml-au/AlpineGP:sklearnCopy head branch name to clipboard

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Commits on Mar 5, 2025

• Fixed issues with setting CPU device for JAX-based fitness evals.

  

  Alessandro Lucantonio

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• Introducing parameters as arguments of the regressor class.

  

  Alessandro Lucantonio

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• Fixing examples.

  

  Alessandro Lucantonio

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• Fixed tests.

  

  Alessandro Lucantonio

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Commits on Mar 6, 2025

• Adapting fit, predict and score fn args. Still working on tests.

  

  Alessandro Lucantonio

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Commits on Mar 7, 2025

• Updated fit, score, predict argument names.

  

  Alessandro Lucantonio

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• Updated README.

  

  Alessandro Lucantonio

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• Minor changes to actions.

  

  Alessandro Lucantonio

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• Trying to add setuptools into github action.

  

  Alessandro Lucantonio

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Commits on Mar 10, 2025

• Updated benchmark results (no seed in deap).

  

  Alessandro Lucantonio

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• Updated table.

  

  Alessandro Lucantonio

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• Working on making the regressor compliant with sklearn specs.

  

  Alessandro Lucantonio

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Commits on Mar 11, 2025

• Working on check regressor. Cannot pickle fitness and score functions when passed as parameters.

  

  Alessandro Lucantonio

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Commits on Mar 17, 2025

• [WIP] Making interface sklearn compatible. Fixed private attributes.

  

  Alessandro Lucantonio

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• [WIP] Still problems with toolbox and map.

  

  Alessandro Lucantonio

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Commits on Mar 19, 2025

• [WIP] Trying to rebuild toolbox in score and predict and register functions.

  

  Alessandro Lucantonio

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• First running estimator check.

  alucantonio

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• Working on tests.

  alucantonio

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• First test almost working, probably problem with data shapes.

  alucantonio

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