This repository is the GitHub home for a series of textbooks on machine learning written by Kevin Murphy, a researcher in the field. The series is titled "Probabilistic Machine Learning" and approaches the subject through the lens of probability and statistics rather than treating machine learning as a purely algorithmic or engineering discipline. The repository README is minimal. It lists three books in the series with links to their respective pages: Book 0 is a 2012 volume titled "Machine Learning: A Probabilistic Perspective," Book 1 is a 2022 introduction to probabilistic machine learning, and Book 2 is a 2023 volume covering advanced topics. The actual content, including code notebooks and figures, is hosted externally rather than described in detail here. The README provides no further information about installation, usage, or licensing.
← probml on gitmyhub — every repo by this author, as a profile.
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