Object-oriented way of using matplotlib – 1. The Reasons

This entry is part 1 of 8 in the series OO matplotlib

        I want to post a series of articles about object-oriented way of using matplotlib. It will explain why we should use object-oriented style and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

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Object-oriented way of using matplotlib – 6. Artist and Useful Links

This entry is part 8 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

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Object-oriented way of using matplotlib – 5. Customizing Plots, Ticks

This entry is part 6 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

Read moreObject-oriented way of using matplotlib – 5. Customizing Plots, Ticks

Object-oriented way of using matplotlib – 5. Customizing Plots, Colorbar

This entry is part 7 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

Read moreObject-oriented way of using matplotlib – 5. Customizing Plots, Colorbar

Object-oriented way of using matplotlib – 5. Customizing Plots, Legend

This entry is part 5 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

Read moreObject-oriented way of using matplotlib – 5. Customizing Plots, Legend

Object-oriented way of using matplotlib – 4. Multiple Subplots

This entry is part 4 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

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Object-oriented way of using matplotlib – 3. Basics of Object Oriented APIs

This entry is part 3 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

Read moreObject-oriented way of using matplotlib – 3. Basics of Object Oriented APIs

Object-oriented way of using matplotlib – 2. MATLAB style versus OO style

This entry is part 2 of 8 in the series OO matplotlib

        I would like to post a series of articles about object-oriented way of using matplotlib. That explains why we should use that way and how to code like that. The main references are come from the official matplotlib website, “matplotlib.org” and  the book, 『Python Data Science Handbook: Essential Tools for Working with …

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2. Linear Algebra

This entry is part 1 of 1 in the series Math for ML

    This series of posts is intended to summarize the contents or note memorable things in Mathematics for ML book which I’ve got some insights from the contents. The book is『MATHEMATICS for MACHINE LEARNING, Marc Peter Deisenroth, A. Aldo Faisal and Cheng Soon Ong, Cambridge University Press. https://mml-book.com』. This post is about 2nd Chapter of …

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Note10. Nesterov Accelerated Gradient Descent

This entry is part 10 of 10 in the series ConvexOptimization

Note10. [PDF Link] Below notes were taken by my iPad Pro 3.0 and exported to PDF files. All contents were based on “Optimization for AI (AI505)” lecture notes at KAIST. For the supplements, lecture notes from Martin Jaggi [link] and “Convex Optimization” book of Sebastien Bubeck [link] were used. If you will have found any license issue, …

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