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machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

moderndive_book icon moderndive_book

Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

msg-book icon msg-book

:book: 现代统计图形 Modern Statistical Graphics

mtbook icon mtbook

《机器翻译:统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods

r4ds icon r4ds

R for data science: a book

rdataanalytics icon rdataanalytics

Data Analytics with R, instructed by Xinbo Ai, at Beijing University of Posts and Telecommunications

rmarkdown-book icon rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)

texstudio icon texstudio

TeXstudio is a fully featured LaTeX editor. Our goal is to make writing LaTeX documents as easy and comfortable as possible.

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