Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

Last update: Dec 30, 2022

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Overview

feature-engineering-book

This repo accompanies "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari. O'Reilly, 2018.

The repo does not contain the data because we do not have rights to disseminate them. Please follow the URLs given in the book to download the data.

Comments

Dataset needing

Hi everyone, there are many datasets used in this book, but I didn't see source page links attached in the content. Could someone share those dataset please? Thank you!

opened by HYLCHF 4
Data for the examples

#Hello,

Jupyter notebooks have a links to data files in local directories, but there are no directories in the repository, so it is unable to run notebooks, what is correct way to run these notebooks, need to manually download data files?

Thank you.

opened by labdmitriy 2
Renamed notebooks using book example ontology

Walked through the book to match up chapters + example numbers to notebooks.

This numbering allows readers + non-readers alike to follow through the repo in the order of the book.

opened by amcasari 0
The problem in Tf-idf.ipynb

hi, when i run the 04.01-06 sample code,

Create the target column--True for Nightlife businesses, and False otherwise

twobiz_reviews['target'] = twobiz_reviews.apply(lambda x: 'Nightlife' in x['categories'], axis=1) there is a error: "ValueError: Cannot set a frame with no defined index and a value that cannot be converted to a Series" and i use the yelp dataset v13 how to solve this?

opened by alexfeng2 0
Didn't find 'mag_subset20K.txt' file in the unzipped folder mag_papers_0

I downloaded the mag_papers_0 file from the following link, https://www.openacademic.ai/oag/ , but didn't find the mag_subset20K.txt used in https://github.com/alicezheng/feature-engineering-book/blob/master/09.01-05_%5BEnd-to-End_Example%5D_Recommender_Take_1.ipynb.

Is the mag_subset20K.txt file reconstructed from one of the source file, if so, how to build? if not, where is the right link to download this file?

Thanks

opened by tlemar 1
Don't understand 2 lines of code
Hi Alice,

Thanks for the great book! There are two lines of code in the last two notebooks for the end-to-end examples that I don't quite understand:

if order < 5: order += 1

if order < top_n: order += 1

What was the rationale behind the fact that you used if blocks here?

Thank you!
opened by ivanyschen 0

Owner

Alice Zheng

GitHub

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Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

Related tags

Overview

feature-engineering-book

Comments

Dataset needing

Data for the examples

Renamed notebooks using book example ontology

The problem in Tf-idf.ipynb

Create the target column--True for Nightlife businesses, and False otherwise

Didn't find 'mag_subset20K.txt' file in the unzipped folder mag_papers_0

Don't understand 2 lines of code

Owner

Alice Zheng

This program tries to book a tennis court slot in either Southwark Park or Tanner Street Park in Southwark, London.

That is a example of a Book app on Python, made with support of all JS libraries on React framework

Open source book about making Python packages.

In this repo i inherit the pos module and added QR code to pos receipt

AIST++ API This repo contains starter code for using the AIST++ dataset.

This repo presents you the official code of "VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention"

Repo created for the purpose of adding any kind of programs and projects

to learn how to do pull request and do contribution to other's repo

A repo to record how I prepare my Interview, and really hope it can help you as well. Really appreciate Kieran's help in the pattern's part.

Repo created for the purpose of adding any kind of programs and projects

A toy repo illustrating a minimal installable Python package

This is the repo for Uncertainty Quantification 360 Toolkit.

This repo is related to Google Coding Challenge, given to Bright Network Internship Experience 2021.

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CalHacks 8 Repo: Megha Jain, Gaurav Bhatnagar, Howard Meng, Vibha Tantry

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Repo to demo translating colab/jupyter notebook to streamlit webapp

It's a repo for Cramer's rule, which is some math crap or something idk

This repo will have a small amount of Chrome tools that can be used for DFIR, Hacking, Deception, whatever your heart desires.