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Catboost for tabular data

bneo.xyz · published 2 November 2023

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https://en.wikipedia.org/wiki/Gradient_boosting?useskin=vector
en.wikipedia.org
https://developers.google.com/machine-learning/decision-forests/intro-to-gbdt
developers.google.com
https://neptune.ai/blog/when-to-choose-catboost-over-xgboost-or-lightgbm
neptune.ai
https://www.joinplank.com/articles/xgboost-catboost-lightgbm
joinplank.com
https://deep-and-shallow.com/2020/02/29/the-gradient-boosters-v-catboost/
deep-and-shallow.com
https://tech.deliveryhero.com/is-catboost-faster-than-lightgbm-and-xgboost/
tech.deliveryhero.com
https://www.kaggle.com/competitions/icr-identify-age-related-conditions/discussion/431041
kaggle.com
https://arxiv.org/pdf/2106.03253.pdf
arxiv.org
https://arxiv.org/pdf/2305.02997.pdf
arxiv.org
https://arxiv.org/pdf/2207.01848.pdf
arxiv.org
https://papers.nips.cc/paper/2018/hash/14491b756b3a51daac41c24863285549-Abstract.html
papers.nips.cc
https://www.kaggle.com/code/abhinand05/catboost-a-deeper-dive
kaggle.com
https://github.com/optuna/optuna-examples/blob/main/catboost/catboost_simple.py
github.com
https://catboost.ai/
catboost.ai
https://github.com/catboost/catboost
github.com
https://jerryfriedman.su.domains/ftp/stobst.pdf
jerryfriedman.su.domains
https://www.youtube.com/watch?v=3CC4N4z3GJc
youtube.com
http://scikit-learn.org/stable/modules/ensemble.html?ref=blog.josephofiowa.com
scikit-learn.org