aml4td/website

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Website sources for Applied Machine Learning for Tabular Data

Stars: 171
Forks: 17
Open beginner issues: 0
Indexed issues: 26
Avg merge: 12d 6h
Merged PRs (30d): 2

Dominant language: HTML
License: No license data
Last GitHub push: Sep 10, 2026
Latest indexed: Sep 20, 2026
Contributing guide: No contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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26 open issues indexed

Discuss deviance residuals in the class metrics chapter Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

aml4td/website#129 · Opened Aug 22, 2026
Question/Issue?: multi-class Brier score worse-case/baseline rule of thumb Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

aml4td/website#122 · Opened Jul 13, 2026
SKL missing value handling Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

aml4td/website#111 · Opened Feb 23, 2026
more ordinal metrics Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

aml4td/website#106 · Opened Nov 3, 2025
leaflet diagram of the initial training/test split is off Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

aml4td/website#95 · Opened Jul 21, 2025
bootstrap differences Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

aml4td/website#93 · Opened Jul 19, 2025
fractional polynomials Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

aml4td/website#92 · Opened Jul 19, 2025
Try using renv without description file Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aml4td/website#90 · Opened Jun 17, 2025
leaflet point size over map zoom level Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

aml4td/website#88 · Opened May 25, 2025
PCA horseshoe effect Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

aml4td/website#84 · Opened May 11, 2025
GA with qualitative tuning parameters Open

bug Chapt: Iterative Search

Difficulty 5/5 Over a week Newbie friendliness 25/100

aml4td/website#68 · Opened Jan 23, 2025
use basic reactivity for missing data app Open

Chapt: Missing Data

Difficulty 3/5 1-2 days Newbie friendliness 35/100

aml4td/website#61 · Opened Sep 22, 2024
center and scale the simulated predictors in missing data chapter Open

Chapt: Missing Data

Difficulty 3/5 1-2 days Newbie friendliness 20/100

aml4td/website#60 · Opened Sep 22, 2024
clean up/simply some of the Ames and hotel rate code in missing data chapter Open

Chapt: Missing Data

Difficulty 3/5 1-2 days Newbie friendliness 30/100

aml4td/website#59 · Opened Sep 22, 2024
Summarize other efficient search methods Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

aml4td/website#58 · Opened Sep 17, 2024
Reassess how the effect encoding section uses missing agent data Open

Chapt: Missing Data Chapt: Working with Categorical Predictors

Difficulty 3/5 1-2 days Newbie friendliness 30/100

aml4td/website#48 · Opened Aug 25, 2024
Some questions/comments on Categorical Predictors Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aml4td/website#39 · Opened Apr 30, 2024
best reference for FSA and interactions? Open

Difficulty 1/5 Under an hour Newbie friendliness 25/100

aml4td/website#35 · Opened Mar 23, 2024
add bland altman and other residual plots to calibration discussions Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

aml4td/website#34 · Opened Mar 19, 2024
python computing supplement Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

aml4td/website#24 · 18 comments · Opened Dec 23, 2023
A small section on modeling philosophies Open

Chapt: Introduction

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

aml4td/website#14 · Opened Dec 11, 2023
a little more on data characteristics Open

Chapt: Introduction

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

aml4td/website#13 · Opened Dec 11, 2023
Dark mode theme Open

css/html styling help wanted :heart:

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aml4td/website#12 · 4 comments · Opened Dec 11, 2023
additional individual transformations Open

Chapt: Transforming Numeric Predictors

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aml4td/website#10 · Opened Dec 9, 2023
better blending of overlapping colors Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aml4td/website#5 · Opened Nov 22, 2023
Add basic regression tests Open

repoducability

Difficulty 4/5 3-5 days Newbie friendliness 35/100

aml4td/website#3 · Opened Nov 22, 2023

aml4td/website

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