Gyesik Lee

[IDEA] Ch. 7: Scikit-Learn supports stacking!

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Since [sklearn 0.22](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.StackingClassifier.html#sklearn.ensemble.StackingClassifier), stacking is officially supported. This should be updated to the end of Ch. 7, and probably Exercise 9 too could be correspondingly modified.

Install tensorflow-gpu with conda

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The following sentence from "INSATALL.md" is somewhat outdated: > but the good news is that they will be installed automatically when you install the tensorflow-gpu package from Anaconda. It is...

Chapter 11, Part 1: TextVectorization with output_mode="tf_idf"

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The 24th code cell raises the following error when it runs on a PC using Anaconda(Python 3.8.5 + Tensorflow 2.6 or 2.7) while it runs well on Google Colab. ```python...

사용환경: 맥 OSX Catalina + 기본 terminal + zsh shell + vim (homebrew 버전) (Catalina에서 기본 지원하는 vim을 사용하면 vimrc 설정에서 계속 오류 발생합니다. 이유 모름.) 입력모드에서 한글로 작업하다가 ESC...

UnicodeDecodeError during installation

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I get the following error during installation: > UnicodeDecodeError: 'cp949' codec can't decode byte 0xec in position 263: illegal multibyte sequence > An error occured. > IndexError: list index out...

Exporting to pdf with hyperlink

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When a slide containing hyperlink for some texts are exported to pdf, the hyperlink is printed explicitly. This looks very ugly especially when the link is very long. How can...

[QUESTION] Chapter 2: Definition of `similarities` is subject to information leakage?

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This question is referring to [the jupyter notebook of Chapter 2](https://github.com/ageron/handson-ml3/blob/main/02_end_to_end_machine_learning_project.ipynb). === The code below creates new 10 similarity features based on the location of the districts. But it also...

Is there a way to use a dataframe as an argument for the `baselines` parameter of the `explain` method?

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Calculating attribution based on `IntegratedGradients` for `FTTransformerf` requires `baseslines`. Is there a way to use a dataframe with the same features as baselines? For example, a dataframe which is a...