JuliaAI/DataScienceTutorials.jl

View on GitHub

A set of tutorials to show how to use Julia for data science (DataFrames, MLJ, ...)

Stars: 126
Forks: 19
Open beginner issues: 0
Indexed issues: 24

Dominant language: ReScript
License: MIT
Last GitHub push: Jun 24, 2024
Latest indexed: Sep 18, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

24 open issues indexed

Multivariate Polynomial Regression Open

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

JuliaAI/DataScienceTutorials.jl#239 · 5 comments · Opened Feb 28, 2025
More comprehensive tag assignment Open

Difficulty 2/5 1-3 hours Newbie friendliness 42/100

JuliaAI/DataScienceTutorials.jl#229 · 1 comment · 1 reaction · Opened May 13, 2024
Make option to contribute more conspicuous Open

tutorial organization

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

JuliaAI/DataScienceTutorials.jl#228 · 2 comments · Opened May 10, 2024
Consider having `routes.json` at the top-level Open

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

JuliaAI/DataScienceTutorials.jl#226 · Opened Apr 29, 2024
Reinstate global testing of tutorials. Open

testing

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

JuliaAI/DataScienceTutorials.jl#215 · Opened Apr 12, 2024
Add the MNIST example from MLJFlux/examples Open

concrete tutorial proposal

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

JuliaAI/DataScienceTutorials.jl#153 · 2 comments · 1 reaction · Opened Apr 22, 2021
Tuning at end of King County example does not improve score Open

tutorial improvement

Difficulty 4/5 3-5 days Newbie friendliness 28/100

JuliaAI/DataScienceTutorials.jl#142 · 1 comment · Opened Sep 9, 2020
Add disclaimers Open

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

JuliaAI/DataScienceTutorials.jl#104 · 2 comments · Opened Jun 22, 2020
Tuning using RandomSearch Open

new tutorial suggestion

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

JuliaAI/DataScienceTutorials.jl#86 · Opened Jun 16, 2020
Cross-referencing Open

tutorial organization

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaAI/DataScienceTutorials.jl#82 · 1 comment · Opened Jun 15, 2020
Generating synthetic data Open

concrete tutorial proposal

Difficulty 3/5 1-2 days Newbie friendliness 38/100

JuliaAI/DataScienceTutorials.jl#70 · Opened May 31, 2020
Tutorial on predicting future stock covariances (using pipeline/tuning) Open

concrete tutorial proposal

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

JuliaAI/DataScienceTutorials.jl#69 · 3 reactions · Opened May 29, 2020
Add Common misconception sections to MLJTutorials Open

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

JuliaAI/DataScienceTutorials.jl#60 · 1 comment · 1 reaction · Opened May 21, 2020
Add this link to the tutorials Open

external resource

Difficulty 1/5 Under an hour Newbie friendliness 48/100

JuliaAI/DataScienceTutorials.jl#59 · Opened May 18, 2020
Integrate MLJTutorials to relieve maintenance burden Open

new tutorial suggestion tutorial organization

Difficulty 5/5 Over a week Newbie friendliness 15/100

JuliaAI/DataScienceTutorials.jl#57 · Opened May 8, 2020
Add this kaggle attempt to external resources Open

external resource

Difficulty 1/5 Under an hour Newbie friendliness 35/100

JuliaAI/DataScienceTutorials.jl#45 · 3 comments · Opened Mar 21, 2020
Add example of how to use/generate fake data Open

concrete tutorial proposal easy

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

JuliaAI/DataScienceTutorials.jl#34 · Opened Jan 3, 2020
Priority list Open

todo list

Difficulty 5/5 Over a week Newbie friendliness 20/100

JuliaAI/DataScienceTutorials.jl#25 · Opened Nov 29, 2019
Add tutorial for StaticTransformer Open

new tutorial suggestion

JuliaAI/DataScienceTutorials.jl#24 · 5 comments · 1 assignee · Opened Nov 29, 2019
Add boostrapping to ISL Open

ISL new tutorial suggestion

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

JuliaAI/DataScienceTutorials.jl#22 · Opened Nov 29, 2019
Example with a pipeline where the model part is swapped Open

tutorial

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

JuliaAI/DataScienceTutorials.jl#14 · Opened Oct 30, 2019
More sophisticated example of learning networks Open

tutorial

Difficulty 4/5 3-5 days Newbie friendliness 30/100

JuliaAI/DataScienceTutorials.jl#9 · 3 comments · Opened Oct 22, 2019
Composite example from MLJ Open

tutorial

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

JuliaAI/DataScienceTutorials.jl#8 · Opened Oct 22, 2019
End-to-end examples -- UCI datasets Open

content

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

JuliaAI/DataScienceTutorials.jl#2 · 1 comment · Opened Oct 15, 2019

JuliaAI/DataScienceTutorials.jl

Get new issues in your inbox