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50 строки
1.9 KiB
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50 строки
1.9 KiB
Plaintext
2022
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https://habr.com/ru/post/648939/
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https://habr.com/ru/company/ods/blog/645887/
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2021
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https://habr.com/ru/post/599827/
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https://habr.com/ru/post/594077/
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! CatBoost
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https://proglib.io/p/reshaem-zadachi-mashinnogo-obucheniya-s-pomoshchyu-algoritma-gradientnogo-bustinga-2021-11-25
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https://machinelearningmastery.com/xgboost-for-regression/
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2020
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https://www.kdnuggets.com/2020/10/fast-gradient-boosting-catboost.html
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https://habr.com/ru/company/otus/blog/527554/
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https://heartbeat.fritz.ai/fast-gradient-boosting-with-catboost-38779b0d5d9a
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2019
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https://towardsdatascience.com/https-medium-com-vishalmorde-xgboost-algorithm-long-she-may-rein-edd9f99be63d
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https://nuancesprog.ru/p/3917/
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https://towardsdatascience.com/introduction-to-gradient-boosting-on-decision-trees-with-catboost-d511a9ccbd14
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https://habr.com/ru/company/mailru/blog/438562/
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https://habr.com/ru/company/mailru/blog/438560/
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2018
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https://towardsdatascience.com/xgboost-deployment-made-easy-6e11f4b3f817
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https://towardsdatascience.com/catboost-vs-light-gbm-vs-xgboost-5f93620723db
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https://compscicenter.ru/media/slides/machine_learning_2_2018_spring/2018_02_26_machine_learning_2_2018_spring.pdf
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2017
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http://kelijah.livejournal.com/216093.html
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https://alexanderdyakonov.wordpress.com/2017/06/09/%D0%B3%D1%80%D0%B0%D0%B4%D0%B8%D0%B5%D0%BD%D1%82%D0%BD%D1%8B%D0%B9-%D0%B1%D1%83%D1%81%D1%82%D0%B8%D0%BD%D0%B3/
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https://alexanderdyakonov.files.wordpress.com/2017/06/book_boosting_pdf.pdf
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2016
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https://www.analyticsvidhya.com/blog/2016/03/complete-guide-parameter-tuning-xgboost-with-codes-python/
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https://habrahabr.ru/post/307312/
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2013
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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3885826/
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catboost
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https://habrahabr.ru/company/jugru/blog/339384/
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https://habrahabr.ru/company/jugru/blog/339386/
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https://smartdataconf.ru/2017/spb/talks/5fe6kggg7sowicic6mgemk/
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?
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Diakonov
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http://www.machinelearning.ru/wiki/images/7/7a/PZAD2017_06_gradboosting.pdf
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cat-boost
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https://catboost.yandex/
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