import?os

import?nbformat
from?nbformat.v4.nbbase?import?new_markdown_cell

from?generate_contents?import?iter_notebooks?NOTEBOOK_DIR


BOOK_COMMENT?=?““


BOOK_INFO?=?BOOK_COMMENT?+?“““
yle=“width:?76px;?height:?100px;?background:?white;?padding:?1px;?border:?1px?solid?black;?margin-right:10px;“>
*This?notebook?contains?an?excerpt?from?the?book?[Machine?Learning?for?OpenCV]（https://www.packtpub.com/big-data-and-business-intelligence/machine-learning-opencv）?by?Michael?Beyeler.
The?code?is?released?under?the?[MIT?license]（https://opensource.org/licenses/MIT）
and?is?available?on?[GitHub]（https://github.com/mbeyeler/opencv-machine-learning）.*

*Note?that?this?excerpt?contains?only?the?raw?code?-?the?book?is?rich?with?additional?explanations?and?illustrations.
If?you?find?this?content?useful?please?consider?supporting?the?work?by
[buying?the?book]（https://www.packtpub.com/big-data-and-business-intelligence/machine-learning-opencv）!*“““


def?add_book_info（）:
????for?nb_name?in?iter_notebooks（）:
????????nb_file?=?os.path.join（NOTEBOOK_DIR?nb_name）
????????nb?=?nbformat.read（nb_file?as_version=4）

????????is_comment?=?lambda?cell:?cell.source.startswith（BOOK_COMMENT）

????????if?is_comment（nb.cells[0]）:
????????????print（‘-?amending?comment?for?{0}‘.format（nb_name））
????????????nb.cells[0].source?=?BOOK_INFO
????????else:
????????????print（‘-?inserting?comment?for?{0}‘.format（nb_name））
????????????nb.cells.insert（0?new_markdown_cell（BOOK_INFO））
????????nbformat.write（nb?nb_file）


if?__name__?==?‘__main__‘:
????add_book_info（）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2019-02-05?16:59??opencv-machine-learning-master\
?????文件????????1069??2019-02-05?16:59??opencv-machine-learning-master\.gitignore
?????文件????????1072??2019-02-05?16:59??opencv-machine-learning-master\LICENSE
?????文件???????17611??2019-02-05?16:59??opencv-machine-learning-master\README.md
?????文件?????????265??2019-02-05?16:59??opencv-machine-learning-master\environment.yml
?????目錄???????????0??2019-02-05?16:59??opencv-machine-learning-master\notebooks\
?????文件????????9177??2019-02-05?16:59??opencv-machine-learning-master\notebooks\00.00-Preface.ipynb
?????文件????????5544??2019-02-05?16:59??opencv-machine-learning-master\notebooks\00.01-Foreword-by-Ariel-Rokem.ipynb
?????文件???????19857??2019-02-05?16:59??opencv-machine-learning-master\notebooks\01.00-A-Taste-of-Machine-Learning.ipynb
?????文件????????7990??2019-02-05?16:59??opencv-machine-learning-master\notebooks\02.00-Working-with-Data-in-OpenCV.ipynb
?????文件???????20143??2019-02-05?16:59??opencv-machine-learning-master\notebooks\02.01-Dealing-with-Data-Using-Python-NumPy.ipynb
?????文件????????6708??2019-02-05?16:59??opencv-machine-learning-master\notebooks\02.02-Loading-External-Datasets-in-Python.ipynb
?????文件???????27196??2019-02-05?16:59??opencv-machine-learning-master\notebooks\02.03-Visualizing-Data-Using-Matplotlib.ipynb
?????文件???????20645??2019-02-05?16:59??opencv-machine-learning-master\notebooks\02.04-Visualizing-Data-from-an-External-Dataset.ipynb
?????文件????????5688??2019-02-05?16:59??opencv-machine-learning-master\notebooks\02.05-Dealing-with-Data-Using-the-OpenCV-TrainData-Container-in-C++.ipynb
?????文件????????6310??2019-02-05?16:59??opencv-machine-learning-master\notebooks\03.00-First-Steps-in-Supervised-Learning.ipynb
?????文件???????61881??2019-02-05?16:59??opencv-machine-learning-master\notebooks\03.01-Measuring-Model-Performance-with-Scoring-Functions.ipynb
?????文件???????67078??2019-02-05?16:59??opencv-machine-learning-master\notebooks\03.02-Understanding-the-k-NN-Algorithm.ipynb
?????文件??????119750??2019-02-05?16:59??opencv-machine-learning-master\notebooks\03.03-Using-Regression-Models-to-Predict-Continuous-Outcomes.ipynb
?????文件??????118739??2019-02-05?16:59??opencv-machine-learning-master\notebooks\03.04-Applying-Lasso-and-Ridge-Regression.ipynb
?????文件???????53171??2019-02-05?16:59??opencv-machine-learning-master\notebooks\03.05-Classifying-Iris-Species-Using-Logistic-Regression.ipynb
?????文件????????7479??2019-02-05?16:59??opencv-machine-learning-master\notebooks\04.00-Representing-Data-and-Engineering-Features.ipynb
?????文件???????15096??2019-02-05?16:59??opencv-machine-learning-master\notebooks\04.01-Preprocessing-Data.ipynb
?????文件??????173471??2019-02-05?16:59??opencv-machine-learning-master\notebooks\04.02-Reducing-the-Dimensionality-of-the-Data.ipynb
?????文件????????7573??2019-02-05?16:59??opencv-machine-learning-master\notebooks\04.03-Representing-Categorical-Variables.ipynb
?????文件????????7058??2019-02-05?16:59??opencv-machine-learning-master\notebooks\04.04-Represening-Text-Features.ipynb
?????文件??????689193??2019-02-05?16:59??opencv-machine-learning-master\notebooks\04.05-Representing-Images.ipynb
?????文件????????8741??2019-02-05?16:59??opencv-machine-learning-master\notebooks\05.00-Using-Decision-Trees-to-Make-a-Medical-Diagnosis.ipynb
?????文件??????104526??2019-02-05?16:59??opencv-machine-learning-master\notebooks\05.01-Building-Our-First-Decision-Tree.ipynb
?????文件???????69109??2019-02-05?16:59??opencv-machine-learning-master\notebooks\05.02-Using-Decision-Trees-to-Diagnose-Breast-Cancer.ipynb
?????文件???????41335??2019-02-05?16:59??opencv-machine-learning-master\notebooks\05.03-Using-Decision-Trees-for-Regression.ipynb
............此處省略59個文件信息