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A comprehensive list of published machine learning applications to cosmology

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Currently, one of the ML methods in the dictionary is XGBoost ([eXtreme Gradient Boosting](https://xgboost.readthedocs.io/en/latest/)). This is the name of a package that implements Gradient Boosting techniques (also called Gradient Boosting...