Owner

juaml

10 indexed repositories · View on GitHub

julearn
Forschungszentrum Jülich Machine Learning Library

Python · 33 stars
junifer
Forschungszentrum Jülich Neuroimaging Feature Extractor

Python · 16 stars
JALE

Python · 3 stars
joblib-htcondor
Joblib HTCondor Backend

Python · 3 stars
PrettYharmonize
Harmonization with no target available in test time. Pedicte targets to harmonize.

Python · 2 stars
nimgen

Python · 1 star
harmonize_project
Project on JuHarmonize

Jupyter Notebook · 1 star
hipsnp
handling SNP data, especially from UKB

Python · 0 stars
junifer-data
Repository for junifer data

Shell · 0 stars
julio
Junifer feature registry

Python · 0 stars

Beginner friendly Everything

Open All

[ENH] Bump H5IO version Open

juaml/junifer#504 · 2 assignees · Opened Jul 18, 2026
[ENH] Add support for pandas > 2.2.0 Open

juaml/junifer#501 · 2 assignees · Opened Jul 17, 2026
[ENH] Allow to configure the time for the lock of the pickled files Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

juaml/joblib-htcondor#27 · Opened Jun 3, 2026
[ENH]: Add utility function to update DataGrabberPatterns Open

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

juaml/junifer#497 · Opened May 26, 2026
Combine efforts with NiMARE Open

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

juaml/JALE#8 · 4 comments · Opened Apr 22, 2026
[ENH]: Implement Bias Variance decomposition Open

enhancement

juaml/julearn#302 · 1 assignee · Opened Mar 30, 2026
[REG]: Introduce registry publishing Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

juaml/julio#6 · Opened Mar 11, 2026
Add `metacognition` coordinates Open

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

juaml/junifer-data#3 · Opened Dec 15, 2025
[ENH]: Add support for datatables Open

enhancement

juaml/julearn#296 · 1 assignee · Opened Dec 12, 2025
[DOC]: Multiple metrics are admitted as scoring as a list of strings. Open

documentation

juaml/julearn#294 · 2 assignees · Opened Nov 3, 2025
[BUG]: Inconsistent score naming. Open

bug

Difficulty 1/5 Under an hour Newbie friendliness 50/100

juaml/julearn#292 · Opened Oct 29, 2025
[ENH]: Calculate F1 following the recommendations in Forman et at. Open

enhancement

juaml/julearn#289 · 2 comments · 1 reaction · 1 assignee · Opened Sep 22, 2025
[ENH]: Implement a Repetead Group K Fold CV Open

enhancement

juaml/julearn#281 · 1 assignee · Opened Mar 18, 2025
Please add network labels to Power2011 coordinates file Open

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

juaml/junifer-data#1 · 1 comment · Opened Mar 13, 2025
[BUG]: Inspector returns the non-transformed target when using a JuTransformedTargetModel Open

bug

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

juaml/julearn#280 · Opened Feb 6, 2025
[BUG] SIGTERM is not properly working Open

Backend bug

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

juaml/joblib-htcondor#3 · Opened Sep 20, 2024
[BUG] Clearing the metadata dir will delete required `.json` files. Open

bug UI

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

juaml/joblib-htcondor#2 · Opened Sep 20, 2024
[DOC]: Add migration guide for YAMLs Open

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

juaml/junifer#338 · Opened Apr 30, 2024
[ENH]: Data Imputation Open

documentation enhancement

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

juaml/julearn#256 · 1 comment · Opened Apr 15, 2024
[ENH]: Open

enhancement triage

juaml/junifer#316 · 2 assignees · Opened Mar 27, 2024
[ENH]: SVG writing module to visualise the YAML pipeline Open

enhancement triage

juaml/junifer#315 · 1 comment · 2 assignees · Opened Mar 27, 2024
[ENH]: Warn when hyperparamater tuning is hapening and now explcit scoring is used for inner CV Open

enhancement

juaml/julearn#253 · 1 assignee · Opened Mar 21, 2024
[DOC]: Add more YAML examples. Open

documentation

juaml/junifer#313 · 3 comments · 1 assignee · Opened Mar 20, 2024
[ENH]: Validate boolean parameters passed from yaml file Open

enhancement

juaml/junifer#296 · 1 assignee · Opened Jan 26, 2024
[MAINT]: Revert #286 Open

maintenance

juaml/junifer#292 · 1 assignee · Opened Dec 22, 2023
[ENH]: Support parcel aggregation with eigenvariate Open

enhancement triage

juaml/junifer#285 · 2 assignees · Opened Dec 14, 2023
[ENH] Add support for PGS catalog + PGS Harmonizer Open

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

juaml/hipsnp#15 · 1 comment · Opened Sep 29, 2023
[BUG] Migrate cat-bgen + prsice for PRS Open

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

juaml/hipsnp#14 · Opened Sep 29, 2023
circular import? Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

juaml/PrettYharmonize#17 · 1 comment · Opened Jun 6, 2023
`utils` is not a folder Open

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

juaml/PrettYharmonize#16 · 1 comment · Opened Jun 6, 2023
Add more customisation options for null map generation. Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

juaml/nimgen#29 · Opened Jan 27, 2023
[ENH]: Run correlation methods and gene enrichment analysis for different alpha levels in sequence Open

enhancement

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

juaml/nimgen#28 · Opened Jan 27, 2023
[ENH] Add an example for the LASSO modelling using julearn Open

documentation

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

juaml/julearn#217 · 2 comments · Opened Jan 26, 2023
[MARKER]: Windowed timeseries (BOLD) features Open

marker triage

juaml/junifer#137 · 2 assignees · Opened Nov 23, 2022
[ENH] Save params Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

juaml/harmonize_project#7 · Opened Oct 27, 2022
[ENH] Pass random state as parameter Open

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

juaml/harmonize_project#6 · Opened Oct 27, 2022
[ENH] Check if stack and pred models are valid before load data Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

juaml/harmonize_project#5 · Opened Oct 27, 2022
[ENH] Check if harmonize mode is valid before load data Open

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

juaml/harmonize_project#4 · Opened Oct 27, 2022
[ENH] Select high variance features in train set Open

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

juaml/harmonize_project#3 · Opened Oct 26, 2022
[ENH] Test several stack classifiers with the same harmonized data Open

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

juaml/harmonize_project#1 · Opened Oct 24, 2022
[ENH] Use all features when n_high_var_feats = None Open

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

juaml/harmonize_project#2 · 1 comment · Opened Oct 21, 2022
[ENH] support for neuroCombat and covbat Open

enhancement

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

juaml/PrettYharmonize#6 · 1 comment · Opened Sep 24, 2022
[DAT]: UCLA Open

dataset on hold

juaml/junifer#88 · 5 comments · 1 assignee · Opened Sep 20, 2022
Type hints Open

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

juaml/nimgen#15 · Opened Sep 17, 2022
Examples Open

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

juaml/nimgen#13 · Opened Sep 16, 2022
D-CCA integration Open

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

juaml/nimgen#12 · Opened Sep 16, 2022
[DAT]: Add ENKI dataset Open

dataset on hold

juaml/junifer#47 · 13 comments · 3 assignees · Opened Sep 12, 2022
[ENH] ROC-based model comparison Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

juaml/julearn#171 · 1 comment · Opened Sep 2, 2022
[ENH] YAML validation Open

enhancement

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

juaml/junifer#13 · Opened Aug 30, 2022
[DOC] Best practices for model and score information access tutorial Open

documentation

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

juaml/julearn#167 · 1 reaction · Opened Aug 4, 2022

juaml

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