packtpublishing/python-machine-learning-blueprints

Code repository for Python Machine Learning Blueprints, published by Packt

Python Machine Learning Blueprints

This is the code repository for Python Machine Learning Blueprints, published by Packt. It contains all the supporting project files necessary to work through the book from start to finish.

Instructions and Navigation:

All of the code is organized into folders. Each folder starts with a number followed by the application name. For example, Chapter02.

To install the software for code testing, kindly refer to the Software and Hardware Requirement section. To run the code given in the code bundle, follow the steps/instructions given in the book.

Software and Hardware Requirement:

• Software:

1. All(example): Anaconda, Python 3.5-Free
2. Chapter 3: PhantomJS-Free

• Hardware:

1. ~350MB of disk space.
2. 16-23MB of disk space.

• OS: Mac OS X, Windows, or Linux

Related Python books and videos:

• [Designing Machine Learning Systems with Python] (https://www.packtpub.com/big-data-and-business-intelligence/designing-machine-learning-systems-python?utm_source=github&utm_medium=repository&utm_campaign=9781785882951)
• [Functional Python Programming] (https://www.packtpub.com/application-development/functional-python-programming?utm_source=github&utm_medium=repository&utm_campaign=9781784396992)
• [Beginning Python [Video]] (https://www.packtpub.com/application-development/beginning-python-video?utm_source=github&utm_medium=repository&utm_campaign=9781786468994)

python-machine-learning-blueprints's Issues

In the second chapter, I can't find the nyc.json file. Please tell me how to get this file？

The Build an App to Find Underpriced Apartments chapter , have a nyc.json file, how to get it ?

How could I get the ipo_data.csv data from chapter 4?

Can to get the dataset of the book?

I haved bought the book and it is a good book on machine learning. I am practicing under the instruction, but I encounter a problem. I cann't generate the data needed for the programs, for example I can't get the house price data via import.io in chapter 2, and I can't find the data in website at github. Can anyone supply the data needed for the book to me? By the way, it seems now the import.io website can't extract data free.

Dataset from zillow.com with only 26 rows

Hello,
I have tried several times to extract data from zillow.com with import.io extractor, I only got 26 rows.
Here is the urm I put in the extract 🔢
http://www.zillow.com/homes/New-York-NY-manhattan_rb/

Despite this, this is a wonderful book .
Thanks for your help
Best regards
Patrick

TypeError: argument of type 'int' is not iterable

sudf.loc[:,'Beds'] = sudf['Beds'].map(lambda x: 0 if 'Studio' in x else x)

TypeError: argument of type 'int' is not iterable

In the second chapter, I can't find the nyc.json file. Please tell me how to get this file？