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stanfordmlgroup

3 indexed repositories · View on GitHub

ngboost
Natural Gradient Boosting for Probabilistic Prediction

Jupyter Notebook · 1889 stars
stanfordmlgroup.github.io
Group Website

HTML · 98 stars
spf
Official repository for Spatiotemporal Pyramid Flows (CVPR 2026).

Python · 12 stars

Beginner friendly Everything

Open All

MMDiT v/s Cross Attention Open

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

stanfordmlgroup/spf#2 · Opened May 27, 2026
Release artifacts (SPF models, ClimateSuite dataset) on Hugging Face Open

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

stanfordmlgroup/spf#1 · Opened Dec 3, 2025
Save model to json or universal binary json rather than pkl Open

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

stanfordmlgroup/ngboost#392 · 1 reaction · Opened Jul 24, 2025
Prediction for new sample Open

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

stanfordmlgroup/ngboost#375 · 1 comment · Opened Feb 18, 2025
Faster DecisionTreeRegressor (numba acceleration) Open

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

stanfordmlgroup/ngboost#361 · 2 comments · Opened Dec 13, 2024
parallel computing for NGBoost Open

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

stanfordmlgroup/ngboost#357 · Opened Sep 12, 2024
About the fisher matrix of Normal Distribution Open

stanfordmlgroup/ngboost#353 · 2 comments · 1 assignee · Opened Apr 28, 2024
RuntimeWarning: overflow encountered in square/exp Open

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

stanfordmlgroup/ngboost#352 · 3 comments · Opened Apr 9, 2024
'NGBClassifier' object has no attribute 'classes_' Open

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

stanfordmlgroup/ngboost#350 · 1 comment · Opened Mar 1, 2024
Linalg error Open

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

stanfordmlgroup/ngboost#343 · Opened Jan 20, 2024
Cannot download dataset Open

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

stanfordmlgroup/stanfordmlgroup.github.io#56 · Opened Jan 19, 2024
Relation to mean-field variational inference. Open

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

stanfordmlgroup/ngboost#335 · Opened Oct 16, 2023
quantile regression Open

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

stanfordmlgroup/ngboost#322 · Opened Mar 31, 2023
NGBoost is not deterministic when setting 'random_state' Open

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

stanfordmlgroup/ngboost#313 · Opened Feb 16, 2023
No module named 'ngboost.distns'; 'ngboost' is not a package Open

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

stanfordmlgroup/ngboost#308 · Opened Nov 23, 2022
LinAlgError: Singular matrix Open

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

stanfordmlgroup/ngboost#306 · 4 comments · Opened Nov 20, 2022
Custom metric object function involving prediction, upper prediction interval and lower prediction interval Open

stanfordmlgroup/ngboost#299 · 1 assignee · Opened Oct 5, 2022
paid work- optimise NGBoost Open

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

stanfordmlgroup/ngboost#298 · 8 comments · Opened Sep 28, 2022
Question: Ordinal Regression Open

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

stanfordmlgroup/ngboost#297 · 1 comment · Opened Sep 23, 2022
Jaxlib can't be installed under Windows Open

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

stanfordmlgroup/ngboost#293 · Opened Aug 12, 2022
RE: shap values for ngboost model_ouput=1 Open

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

stanfordmlgroup/ngboost#291 · 1 comment · Opened Jun 3, 2022
Partial fit Open

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

stanfordmlgroup/ngboost#289 · 1 comment · Opened Apr 20, 2022
Negative Binomial for regression Open

enhancement

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

stanfordmlgroup/ngboost#281 · 1 comment · Opened Dec 7, 2021
Training or fit function parameter for model updating or incremental training Open

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

stanfordmlgroup/ngboost#280 · Opened Oct 11, 2021
Adding Beta distribution Open

stanfordmlgroup/ngboost#277 · 2 comments · 1 assignee · Opened Sep 27, 2021
Error when tuning NGBSurvival with GridSearchCV Open

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

stanfordmlgroup/ngboost#270 · 1 comment · Opened Jul 5, 2021
Enhancement request: use xgboost as base learner Open

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

stanfordmlgroup/ngboost#250 · 18 comments · Opened Apr 28, 2021
Is it possible to have features only for certain parameters? Open

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

stanfordmlgroup/ngboost#244 · 2 comments · Opened Mar 11, 2021
Adding normalizing flows Open

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

stanfordmlgroup/ngboost#236 · 13 comments · Opened Feb 19, 2021
class CRPScore not defined? Open

question

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

stanfordmlgroup/ngboost#220 · 2 comments · Opened Jan 21, 2021
Add Laplace to tests Open

enhancement good first issue

stanfordmlgroup/ngboost#201 · 1 reaction · 1 assignee · Opened Nov 7, 2020
Feature Request: simple time series example Open

question

Difficulty 4/5 3-5 days Newbie friendliness 42/100

stanfordmlgroup/ngboost#200 · 2 reactions · Opened Nov 3, 2020
Implementing left-censoring? Open

enhancement

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

stanfordmlgroup/ngboost#193 · 12 comments · Opened Oct 19, 2020
Monotonic constraints Open

enhancement

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

stanfordmlgroup/ngboost#188 · 3 comments · Opened Oct 9, 2020
SHAP doesn't work if LogNormal Open

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

stanfordmlgroup/ngboost#186 · 1 comment · Opened Sep 25, 2020
Extremely high standard deviation values with Normal distribution Open

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

stanfordmlgroup/ngboost#179 · 2 comments · Opened Sep 3, 2020
Switch out flake8 for pylint in GH actions, add pytype Open

enhancement

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

stanfordmlgroup/ngboost#171 · 2 comments · Opened Aug 18, 2020
Probelms with the output for regression with LogNormal Open

enhancement good first issue

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

stanfordmlgroup/ngboost#168 · 7 comments · 1 reaction · Opened Aug 12, 2020
ngboost.readthedocs.io Open

enhancement good first issue

stanfordmlgroup/ngboost#149 · 4 comments · 2 reactions · 1 assignee · Opened Jul 10, 2020
Request to add link to docs on ngboost page Open

Difficulty 1/5 Under an hour Newbie friendliness 42/100

stanfordmlgroup/stanfordmlgroup.github.io#27 · 3 comments · Opened Jul 9, 2020
Mixture Density Networks with ngboost Open

enhancement

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

stanfordmlgroup/ngboost#134 · 2 comments · 1 reaction · Opened Jun 14, 2020
MultivariateNormal doesn't seem to work Open

question

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

stanfordmlgroup/ngboost#120 · 3 comments · Opened Apr 30, 2020
Incomplete sentence in CheXNet website Open

Difficulty 1/5 Under an hour Newbie friendliness 72/100

stanfordmlgroup/stanfordmlgroup.github.io#26 · Opened Apr 21, 2020
Discrete Burr XII and Skew-T distributions Open

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

stanfordmlgroup/ngboost#70 · 6 comments · Opened Jan 28, 2020
Overflow warnings Open

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

stanfordmlgroup/ngboost#61 · 18 comments · Opened Jan 10, 2020
Implementation of unit testing Open

good first issue help wanted

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

stanfordmlgroup/ngboost#41 · 13 comments · 1 reaction · Opened Nov 16, 2019
this won't work when kappa isn't defined for a task Open

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

stanfordmlgroup/stanfordmlgroup.github.io#14 · 2 comments · Opened May 7, 2019

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