Skip to content
Navigation Menu
Sign in
Products
Platform
GitHub
Repository hosting, code review, and collaboration
Copilot
AI coding agent for tasks, projects and automated work
Build & Ship
Actions
CI/CD and automation
Code Quality
Quality analysis, fixes, and enforcement
Codespaces
Cloud development environments
Secure
Code Security
Vulnerability detection and remediation
Secret Protection
Secret scanning and leak prevention
All Features
Developers
Learn
Documentation
Training
Certifications
Build
Build with Copilot
Customize Copilot
Integrations
Explore
Trending repos
GitHub Sponsors
Events
Changelog
Changelog
Your source for the latest features, improvements, and fixes across GitHub products, all in one place.
Businesses
By Stage
Enterprises
Team
Startups
Nonprofits
By Industry
Healthcare
Financial services
Manufacturing
Government
See all industries
Evaluate GitHub
Why GitHub
Customer Stories
Business insights
Trust Center
Add-ons
GitHub Advanced Security
Enterprise-grade code security
Copilot for business
Enterprise-grade AI features
Premium Support
Enterprise-grade 24/7 support
Resources
Learn & Connect
Documentation
Resource center
Blog
Events & webinars
Community Forum
Customer Stories
Integrations
Support
Customer support
Training
GitHub Status
Company
About
Partners
Changelog
GitHub Universe
GitHub Universe
The event for developers, by developers — talks, workshops, and what’s next for GitHub.
Pricing
Search
/
Sign in
Sign up
Appearance settings
You signed in with another tab or window.
Reload
to refresh your session.
You signed out in another tab or window.
Reload
to refresh your session.
You switched accounts on another tab or window.
Reload
to refresh your session.
Dismiss alert
{{ message }}
wrxDM
BuildingMachineLearningSystemsWithPython
Repository navigation
Code
Pull requests
Actions
Projects
Wiki
Security and quality
Insights
More
items
Commits
Breadcrumbs
History for
BuildingMachineLearningSystemsWithPython
ch07
on
master
User selector
All users
Datepicker
All time
Commit history
Commits on Mar 28, 2015
BLD Update gitignore files
Show description for 3ae4c9d
luispedro
committed
3ae4c9d
View commit details
Copy full SHA for 3ae4c9d
View code at this point
Browse repository at this point
Commits on Feb 6, 2015
MIN Better axis label
luispedro
committed
822f6ac
View commit details
Copy full SHA for 822f6ac
View code at this point
Browse repository at this point
Commits on Jan 29, 2015
RFCT Remove old script
Show description for 9077676
luispedro
committed
9077676
View commit details
Copy full SHA for 9077676
View code at this point
Browse repository at this point
RFCT Update figure generation code
luispedro
committed
9682f47
View commit details
Copy full SHA for 9682f47
View code at this point
Browse repository at this point
Commits on Oct 10, 2014
ENH Use curl instead of wget
Show description for 437da2a
luispedro
committed
437da2a
View commit details
Copy full SHA for 437da2a
View code at this point
Browse repository at this point
Commits on Sep 27, 2014
ENH Test various l1_ratio values with ElasticNetCV
luispedro
committed
c055f19
View commit details
Copy full SHA for c055f19
View code at this point
Browse repository at this point
MIN Test Lasso with default parameters
luispedro
committed
a511be4
View commit details
Copy full SHA for a511be4
View code at this point
Browse repository at this point
BUG Fix variable switch
luispedro
committed
24067be
View commit details
Copy full SHA for 24067be
View code at this point
Browse repository at this point
Commits on Sep 23, 2014
BUG Use correct alphas in plot
luispedro
committed
d185c61
View commit details
Copy full SHA for d185c61
View code at this point
Browse repository at this point
Commits on Sep 20, 2014
ENH Lasso path plot
luispedro
committed
b001ea3
View commit details
Copy full SHA for b001ea3
View code at this point
Browse repository at this point
ENH Print metrics
luispedro
committed
045d3a1
View commit details
Copy full SHA for 045d3a1
View code at this point
Browse repository at this point
MIN Slightly darker line in figure
luispedro
committed
f293c75
View commit details
Copy full SHA for f293c75
View code at this point
Browse repository at this point
Commits on Sep 19, 2014
FIG Simplify figure
Show description for 339cf2a
luispedro
committed
339cf2a
View commit details
Copy full SHA for 339cf2a
View code at this point
Browse repository at this point
ENH Match book code example
luispedro
committed
e0d4022
View commit details
Copy full SHA for e0d4022
View code at this point
Browse repository at this point
Commits on Sep 18, 2014
MIN Use 5 folds
Show description for 50cbde9
luispedro
committed
50cbde9
View commit details
Copy full SHA for 50cbde9
View code at this point
Browse repository at this point
Commits on Sep 17, 2014
RFCT Merge cv10_lr.py & boston_cv_penalized.py
luispedro
committed
95d2f95
View commit details
Copy full SHA for 95d2f95
View code at this point
Browse repository at this point
DOC Basic description of all the scripts
luispedro
committed
2bf5384
View commit details
Copy full SHA for 2bf5384
View code at this point
Browse repository at this point
RFCT Better filename
Show description for 67f0012
luispedro
committed
67f0012
View commit details
Copy full SHA for 67f0012
View code at this point
Browse repository at this point
Commits on Sep 16, 2014
ENH Match book version
Show description for 2263dfe
luispedro
committed
2263dfe
View commit details
Copy full SHA for 2263dfe
View code at this point
Browse repository at this point
Commits on Sep 14, 2014
ENH Plot predicted-vs-actual
luispedro
committed
198bc22
View commit details
Copy full SHA for 198bc22
View code at this point
Browse repository at this point
Commits on Sep 13, 2014
ENH Use scikit-learn operations throughout
luispedro
committed
c7f5e25
View commit details
Copy full SHA for c7f5e25
View code at this point
Browse repository at this point
RFCT Merge code for figures 1 & 2
luispedro
committed
0bcd850
View commit details
Copy full SHA for 0bcd850
View code at this point
Browse repository at this point
Commits on Sep 12, 2014
DOC Add explanatory comments. Save plot as PNG
luispedro
committed
c725a97
View commit details
Copy full SHA for c725a97
View code at this point
Browse repository at this point
MIN Avoid naming variable x1
Show description for 857cbf0
luispedro
committed
857cbf0
View commit details
Copy full SHA for 857cbf0
View code at this point
Browse repository at this point
Commits on Aug 16, 2014
RFCT Use predict() with 2D inputs on all files
luispedro
committed
987bdb4
View commit details
Copy full SHA for 987bdb4
View code at this point
Browse repository at this point
RFCT Use predict on 2d arrays instead of loop
Show description for 702bd01
luispedro
committed
702bd01
View commit details
Copy full SHA for 702bd01
View code at this point
Browse repository at this point
ENH Use sklearn for figure 1
luispedro
committed
4e34782
View commit details
Copy full SHA for 4e34782
View code at this point
Browse repository at this point
ENH Use sklearn instead of raw numpy for LR
Show description for 1f836ea
luispedro
committed
1f836ea
View commit details
Copy full SHA for 1f836ea
View code at this point
Browse repository at this point
Commits on Jun 14, 2014
MIN Make download script executable
luispedro
committed
bd8b722
View commit details
Copy full SHA for bd8b722
View code at this point
Browse repository at this point
Commits on Dec 15, 2013
DOC Better documentation
luispedro
committed
025420c
View commit details
Copy full SHA for 025420c
View code at this point
Browse repository at this point
Commits on Sep 29, 2013
merged
wrichert
committed
9627752
View commit details
Copy full SHA for 9627752
View code at this point
Browse repository at this point
autopep'ed
wrichert
committed
002c7a1
View commit details
Copy full SHA for 002c7a1
View code at this point
Browse repository at this point
Commits on Sep 26, 2013
ENH Add license statement
luispedro
committed
0865548
View commit details
Copy full SHA for 0865548
View code at this point
Browse repository at this point
ENH Add code from book
luispedro
committed
8684a43
View commit details
Copy full SHA for 8684a43
View code at this point
Browse repository at this point
Loading
You can’t perform that action at this time.