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34e19b32
编写于
11月 12, 2021
作者:
E
Eric Hellman
提交者:
GitHub
11月 12, 2021
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Add ML item to resolve #6319 (#6601)
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@@ -2,6 +2,7 @@
This list, organized by subject, is for books that cover a programming-related subject in a programming-language agnostic way.
Books that cover a specific programming language can be found in the
[
BY PROGRAMMING LANGUAGE file
](
free-programming-books-langs.md
)
list.
Books that cover a specific programming language can be found in the
[
BY PROGRAMMING LANGUAGE
](
free-programming-books-langs.md
)
list.
### Index
...
...
@@ -352,6 +353,7 @@ Books that cover a specific programming language can be found in the [BY PROGRA
*
[
Mathematics for Machine Learning
](
https://gwthomas.github.io/docs/math4ml.pdf
)
- Garrett Thomas (PDF)
*
[
Mathematics for Machine Learning
](
https://mml-book.github.io
)
- Marc Peter Deisenroth, A Aldo Faisal, and Cheng Soon Ong
*
[
Neural Networks and Deep Learning
](
http://neuralnetworksanddeeplearning.com
)
*
[
Practitioners guide to MLOps
](
https://services.google.com/fh/files/misc/practitioners_guide_to_mlops_whitepaper.pdf
)
- Khalid Samala, Jarek Kazmierczak, Donna Schut (PDF)
*
[
Probabilistic Models in the Study of Language
](
http://idiom.ucsd.edu/~rlevy/pmsl_textbook/text.html
)
(
Draft,
with R code)
*
[
Python Machine Learning Projects
](
https://www.digitalocean.com/community/books/python-machine-learning-projects-a-digitalocean-ebook
)
- Lisa Tagliaferri, Brian Boucheron, Michelle Morales, Ellie Birkbeck, Alvin Wan (PDF, EPUB, Kindle)
*
[
Reinforcement Learning: An Introduction
](
http://incompleteideas.net/book/RLbook2020.pdf
)
- Richard S. Sutton, Andrew G. Barto (PDF)
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