uber/orbit

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A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Stars: 2.1k
Forks: 147
Open beginner issues: 0
Indexed issues: 54

Dominant language: Python
License: No license data
Last GitHub push: May 22, 2026
Latest indexed: Sep 21, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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54 open issues indexed

Add PEP 484 type annotations to orbit/utils/ modules Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 58/100

uber/orbit#892 · Opened Apr 4, 2026
Exception: 'tqdm_asyncio' object has no attribute 'postfix' Open

bug

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

uber/orbit#887 · 1 comment · Opened Jun 25, 2025
No way to suppress all noncritical logging output and disable progress bars Open

bug

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

uber/orbit#886 · Opened Jun 24, 2025
Models cannot be compiled from within a jupyter lab notebook Open

bug

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

uber/orbit#885 · 2 comments · Opened Jun 20, 2025
Replace usage of pkg_resources Open

enhancement refactor

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

uber/orbit#877 · 1 reaction · Opened Dec 3, 2024
KTR predict method doesn't consider single knot case. Open

bug

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

uber/orbit#816 · Opened Jun 22, 2023
Mention newly added MLflow support in docs Open

enhancement

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

uber/orbit#812 · 1 comment · Opened Jun 6, 2023
Regression stats - p value and R^2 Open

enhancement

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

uber/orbit#809 · Opened Feb 28, 2023
Deprecate support of regression in LGT model Open

enhancement

uber/orbit#802 · 1 assignee · Opened Jan 4, 2023
New Installation Update / Exploratory [Poetry] Open

new idea / feature request

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

uber/orbit#798 · 1 comment · Opened Dec 9, 2022
Refactor Estimator Classes Open

enhancement refactor

uber/orbit#794 · 1 assignee · Opened Nov 28, 2022
Report the exact missing regressor columns Open

enhancement

uber/orbit#792 · 1 assignee · Opened Nov 18, 2022
Prediction is not thread-safe Open

bug

uber/orbit#782 · 4 comments · 2 assignees · Opened Aug 16, 2022
Version Stamp on Notebooks Open

enhancement

uber/orbit#780 · 2 assignees · Opened Aug 16, 2022
Forecasting values >= 0 Open

good question for new comers

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

uber/orbit#779 · 2 comments · Opened Aug 10, 2022
Add TBATS Open

enhancement

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

uber/orbit#767 · 1 comment · Opened Jun 29, 2022
Rolling predict without refit? Open

enhancement

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

uber/orbit#764 · Opened Jun 27, 2022
add attributes to docstrings Open

documentation enhancement

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

uber/orbit#748 · Opened Apr 25, 2022
add wbic as a criteria for grid search Open

enhancement

uber/orbit#745 · 2 assignees · Opened Apr 22, 2022
tutorial enhancement Open

documentation

uber/orbit#718 · 1 assignee · Opened Mar 2, 2022
more flexible new metric definition for backtesting Open

new idea / feature request

uber/orbit#711 · 2 assignees · Opened Feb 22, 2022
Centralize Index <> Time Stamp Converter Object Open

new idea / feature request refactor WIP

uber/orbit#706 · 2 assignees · Opened Feb 4, 2022
Uncertainty in the regressors in model.predict() Open

new idea / feature request

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

uber/orbit#703 · 1 comment · Opened Jan 28, 2022
Increase transparency when setting global input / parameters Open

enhancement

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

uber/orbit#692 · Opened Jan 21, 2022
ARMA Prototype Open

WIP

uber/orbit#691 · 2 assignees · Opened Jan 20, 2022
Expand support on different link function Open

new models / methods

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

uber/orbit#687 · Opened Jan 20, 2022
Expand support on more kernels Open

new models / methods

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

uber/orbit#686 · 1 comment · Opened Jan 20, 2022
Generalized Linear Regression (Binomial and Poisson) Prototype Open

new models / methods

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

uber/orbit#685 · Opened Jan 20, 2022
Binomial and Poisson Regression Example Dataset for BLR Open

new models / methods

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

uber/orbit#684 · Opened Jan 20, 2022
Horseshoe Prior for variables selection Open

new models / methods

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

uber/orbit#683 · Opened Jan 20, 2022
Regression Example Dataset for BLR Open

new models / methods

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

uber/orbit#682 · Opened Jan 20, 2022
Ensemble models based on WBIC / WAIC Open

new models / methods

uber/orbit#681 · 1 assignee · Opened Jan 20, 2022
Basic Bayesian Linear Regression and Prototype Open

new models / methods

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

uber/orbit#678 · Opened Jan 19, 2022
Examine DLT in Pyro Open

new models / methods

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

uber/orbit#677 · Opened Jan 19, 2022
Adding SGT and S2GT models Open

new idea / feature request

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

uber/orbit#668 · 1 comment · Opened Jan 12, 2022
Add inheritance of ABC from the abc package for abstract classes Open

refactor

uber/orbit#650 · 1 comment · 1 assignee · Opened Dec 15, 2021
Question: Does Orbit support multi-instance time-series data? Open

good question for new comers

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

uber/orbit#648 · 1 comment · Opened Dec 13, 2021
Type error when implementing fitting models from orbit.models.dlt Open

bug

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

uber/orbit#641 · 2 comments · Opened Dec 5, 2021
Correctly Specifying Estimator Estimation Type Open

refactor

uber/orbit#634 · 1 assignee · Opened Nov 26, 2021
Advice on regressor decomposition breakdown Open

good question for new comers

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

uber/orbit#618 · 1 reaction · Opened Nov 10, 2021
Better way to create and inform users the support of sampling API on each model Open

new idea / feature request

uber/orbit#616 · 2 assignees · Opened Nov 8, 2021
Logistic Growth Open

good question for new comers

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

uber/orbit#587 · 2 comments · Opened Sep 16, 2021
Revisit the needs of custom inheritance docstring function Open

refactor

uber/orbit#552 · 1 assignee · Opened Sep 1, 2021
Save out models for some sort of deployment? Open

question / help wanted

uber/orbit#500 · 1 comment · 2 assignees · Opened Aug 5, 2021
Add PyStan 3 support Open

new idea / feature request

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

uber/orbit#435 · 3 comments · 3 reactions · Opened May 3, 2021
Tutorial on Estimator Config Open

documentation

uber/orbit#432 · 1 assignee · Opened Apr 13, 2021
Implement simple Bayesian linear model Open

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

uber/orbit#423 · Opened Apr 8, 2021
KTR Seasonality Confident Interval Open

new idea / feature request

uber/orbit#392 · 1 assignee · Opened Mar 21, 2021
Test Numpyro Estimator Open

new idea / feature request

uber/orbit#358 · 1 assignee · Opened Feb 13, 2021
All classes with regression share a common interface Open

new idea / feature request refactor

uber/orbit#289 · 1 assignee · Opened Nov 14, 2020

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