Updated FeatureClassifier: partial update, still integrate to 1e4#40

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Ethadhani wants to merge 133 commits intodtamayo:masterfrom Ethadhani:1e4Version

+4,966-1,381

Commits on Jul 10, 2024

Merged new feature series method, as well as temp model file for comparison. This new method allows more flexibility for future advancements/new features without impacting the deep regressor, while…
Ethadhani
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fixed discrepancy between strongest MMR calculations, as well as fixed imports
Ethadhani
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Commits on Jul 11, 2024

update __init__ to include alternative featureKclassifier method
Ethadhani
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Commits on Jul 12, 2024

Commits on Jul 15, 2024

Commits on Jul 17, 2024

Commits on Jul 26, 2024

Fixed predict_proba to return the probability of the system being stable, instead of unstable, so it now matches old spock
Ethadhani
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Commits on Jul 29, 2024

Updated example notebooks, ran with new rebound+spock
Ethadhani
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Commits on Jul 31, 2024

Commits on Aug 1, 2024

added integration to Tmax option for featureclassifier, as well as created training data with Tmax and tested making a model with said data, results are slightly better then old model but time is l…
Ethadhani
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Commits on Aug 2, 2024

Commits on Oct 12, 2024

Commits on Oct 17, 2024

Ran tests varying int dt and integrating to one or two times Tsec
Ethadhani
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Commits on Oct 20, 2024

Commits on Oct 21, 2024

Commits on Oct 22, 2024

added warning for if Tsec>1e6 and we do not integrate to Tsec
Ethadhani
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Commits on Oct 31, 2024

Commits on Nov 27, 2024

Commits on Nov 29, 2024

Commits on Dec 5, 2024

fixed print typo and re ran
Elio Thadhani
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Commits on Dec 10, 2024

reviewed comments, updating documentation and style
Elio Thadhani
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updated scikit-learn requirment due to depreciation warning, scikit-learn 1.7 is unstable
Elio Thadhani
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un changed sklearn dependency
Elio Thadhani
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updated model trained with XGBoost version 2.1
Elio Thadhani
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reran all examples using updated XGBoost version
Elio Thadhani
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Commits on Dec 19, 2024

deleted model file
Elio Thadhani
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re trained model using unstable XGBoost 3.0.0 to try alleviate sklearn error
Elio Thadhani
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test: upload retrained model using unstable XGBoost 3.0.0 to try alleviate sklearn error
Elio Thadhani
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Commits on Dec 23, 2024

re trained model using older (~2.1) XGBoost and changed saved name to match old docs
Elio Thadhani
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changed scikit-learn requirement until xgboost bug is patched
Elio Thadhani
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SPOCK FC version with fully integrated Tsec
Elio Thadhani
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fixed dependency
Elio Thadhani
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SPOCK FC version with fully integrated Tsec
Elio Thadhani
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SPOCK 1e4 integrated version
Elio Thadhani
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