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ModelOriented

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DALEX
moDel Agnostic Language for Exploration and eXplanation

Python · 1486 stars

Beginner friendly Everything

Open All

Pandas 3.0.0 compatibilty Open

maintenance 🔨 Python 🐍 question ❔

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

ModelOriented/DALEX#583 · 1 comment · Opened Feb 11, 2026
`plot.model_diagnostics()` gives a warning for using deprecated `aes_string()` with ggplot2 >=3.0.0 Open

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

ModelOriented/DALEX#582 · Opened Feb 10, 2026
`plot.model_diagnostics()` plots tiny points with `base_line_size = 0` in CRAN version 2.5.3 Open

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

ModelOriented/DALEX#581 · Opened Feb 10, 2026
Add DALEX wheel python in pypi for manylinux Open

Python 🐍

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

ModelOriented/DALEX#578 · 1 comment · Opened Oct 29, 2025
plot.model_performance {DALEX} gives a warning related to the size of element_line() related to ggplot2 Open

bug 💣 R 🐳 short term ⏰

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

ModelOriented/DALEX#576 · 7 comments · Opened Oct 10, 2025
[python] `polars` dataframe support Open

feature 💡 Python 🐍

ModelOriented/DALEX#575 · 1 comment · 2 reactions · 1 assignee · Opened Feb 18, 2025
Error when examining aggregated SHAP values in R using tidymodels Open

bug 💣 question ❔ R 🐳

ModelOriented/DALEX#570 · 6 comments · 1 assignee · Opened Sep 1, 2024
explain() with lrm() model gives Warning Open

invalid ❕ R 🐳

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

ModelOriented/DALEX#568 · 1 comment · Opened Aug 15, 2024
Error in predict_parts_shap_aggregated () Open

invalid ❕ question ❔ R 🐳

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

ModelOriented/DALEX#566 · 1 comment · Opened Jun 3, 2024
Option to specify random effects? Open

question ❔ R 🐳

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

ModelOriented/DALEX#556 · 1 comment · Opened Jun 25, 2023
add shapr implementation to dalex Open

feature 💡 Python 🐍

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

ModelOriented/DALEX#548 · Opened Feb 23, 2023
[fastai] 'DataFrame' object has no attribute 'to_frame' with fastai Open

feature 💡 Python 🐍 question ❔

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

ModelOriented/DALEX#523 · 12 comments · Opened Aug 1, 2022
python model_parts: Is there show_boxplots parameter? Open

feature 💡 Python 🐍

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

ModelOriented/DALEX#521 · 1 comment · Opened Jul 30, 2022
Check if `shap` accepts `pd.DataFrame` (and for which Explainers) Open

long term 📆 maintenance 🔨 Python 🐍

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

ModelOriented/DALEX#508 · Opened May 11, 2022
Re-engineering and parallelization of computations Open

R 🐳

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

ModelOriented/DALEX#501 · 1 comment · Opened May 5, 2022
using yardstick (or other package) for performance calculations Open

R 🐳

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

ModelOriented/DALEX#495 · 1 reaction · Opened Apr 2, 2022
[R][feature] Aspect importance Open

feature 💡 R 🐳

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

ModelOriented/DALEX#488 · 1 comment · Opened Mar 15, 2022
Wish: allow model_profile to specify only some variable_splits (python) Open

feature 💡 Python 🐍

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

ModelOriented/DALEX#470 · 3 comments · Opened Oct 16, 2021
Bayesian regularization support in DALEX Open

question ❔

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

ModelOriented/DALEX#445 · 3 comments · Opened Aug 9, 2021
`model_type` can override automatic choice of `predict_function` in Explainer Open

feature 💡 long term 📆 Python 🐍

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

ModelOriented/DALEX#439 · Opened Jul 17, 2021
Integration with archivist for model training and explainer creation Open

long term 📆 R 🐳

ModelOriented/DALEX#406 · 1 comment · 1 assignee · Opened Apr 3, 2021
add variable distribution to partial dependence plots Open

feature 💡 long term 📆 Python 🐍

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

ModelOriented/DALEX#390 · 2 comments · 1 reaction · Opened Feb 22, 2021
Create a vignette covering predict_function_target_column Open

documentation 📚 looking for help R 🐳

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

ModelOriented/DALEX#363 · 3 comments · Opened Nov 25, 2020
Add support for Multiregression tasks Open

feature 💡 long term 📆 Python 🐍

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

ModelOriented/DALEX#361 · 3 comments · Opened Nov 19, 2020
Adding partial derivative and partial log-derivative Open

feature 💡 long term 📆 looking for help R 🐳

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

ModelOriented/DALEX#347 · 3 comments · Opened Oct 24, 2020
Multi class Feature Importance Open

feature 💡 long term 📆 Python 🐍

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

ModelOriented/DALEX#338 · 5 comments · 1 reaction · Opened Oct 9, 2020
DALEX with sparklyr Open

feature 💡 R 🐳

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

ModelOriented/DALEX#129 · 9 comments · Opened Nov 7, 2019
plot.model_performance_explainer outliers' labels depend on the order of model input Open

R 🐳

ModelOriented/DALEX#49 · 2 comments · 1 reaction · 1 assignee · Opened Oct 7, 2018

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