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awesome-gradient-boosting-papers

benedekrozemberczki / awesome-gradient-boosting-papers

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Star 982

A curated list of gradient boosting research papers with implementations.

classifier machine-learning deep-learning random-forest h2o xgboost lightgbm gradient-boosting-machine adaboost decision-tree gradient-boosting-classifier classification-algorithm gradient-boosting boosting classification-trees xgboost-algorithm catboost gradient-boosted-trees classification-tree gradient-boosting-decision-trees
  • Updated Mar 16, 2024
  • Python

ankishb / ml-toolbox

Star 7

This repo contains various data science strategy and machine learning models to deal with structure as well as unstructured data. It contains module on feature-preprocessing, feature-engineering, machine-learning-models, bayesian-parameter-tuning, etc, built using libraries such as scikit-learn, keras, h2o, xgboost, lightgbm, catboost, etc.

data-science machine-learning text-mining h2o feature-engineering bayesian-optimization statsmodels ensemble-model entity-embedding
  • Updated Jul 1, 2020
  • Python

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