notebooks's People
Forkers
rotemgor alexandrals1 ahmedlabbaali dormeir999 maikel987 hasselfrau liranbz ronlevy120 clementinesz royi-razi chenmalobani elieghan galina-blokh wuyanan513notebooks's Issues
missing file "cows_and_wolves.txt"
When running Intro_ml_models.ipynb
I get an error:
IOError: [Errno 2] No such file or directory: 'cows_and_wolves.txt'
Can you please add this file to the repository?
the remove_infrequent_values
Hi Shir,
Thanks for very nice notebook i am realy impressed one small comment:
The function :
df = remove_infrequent_values(df, categorical_columns)
does not change or update the data in the original Data frame see bellow
removing columns:
Without-pay 14
Never-worked 7
Name: workclass, dtype: int64
removing columns:
Armed-Forces 9
Name: occupation, dtype: int64
removing columns:
Trinadad&Tobago 19
Cambodia 19
Laos 18
Thailand 18
Yugoslavia 16
Outlying-US(Guam-USVI-etc) 14
Honduras 13
Hungary 13
Scotland 12
Holand-Netherlands 1
Name: native-country, dtype: int64 `
but
df['native-country'].value_counts()
United-States 29170
Mexico 643
? 583
Philippines 198
Germany 137
Canada 121
Puerto-Rico 114
El-Salvador 106
India 100
Cuba 95
England 90
Jamaica 81
South 80
China 75
Italy 73
Dominican-Republic 70
Vietnam 67
Guatemala 64
Japan 62
Poland 60
Columbia 59
Taiwan 51
Haiti 44
Iran 43
Portugal 37
Nicaragua 34
Peru 31
France 29
Greece 29
Ecuador 28
Ireland 24
Hong 20
Trinadad&Tobago 19
Cambodia 19
Laos 18
Thailand 18
Yugoslavia 16
Outlying-US(Guam-USVI-etc) 14
Honduras 13
Hungary 13
Scotland 12
Holand-Netherlands 1
Name: native-country, dtype: int64`
In addition you might talk also about the missing values that sometimes are presented as ?
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. ๐๐๐
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.