kubeflow/katib

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Automated Machine Learning on Kubernetes

Stars: 1.7k
Forks: 544
Open beginner issues: 0
Indexed issues: 79

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 20, 2026
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted good first issue
PR merge metrics: No merged PRs in 30d

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78 open issues indexed

fix(experiment-controller): deleteTrials deletes completed trials during scale-down and spins CPU in 60s busy loop Open

kind/bug lifecycle/needs-triage

Difficulty 4/5 3-5 days Newbie friendliness 68/100

kubeflow/katib#2725 · 1 comment · Opened Sep 14, 2026
Metrics collector records loss=nan as an empty value, stalling the Experiment Open

kind/bug

kubeflow/katib#2723 · 2 comments · 1 assignee · Opened Sep 13, 2026
OOMKill of bayesianoptimization pod Open

kind/bug lifecycle/needs-triage

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

kubeflow/katib#2716 · 6 comments · Opened Sep 3, 2026
Trial table sorts metric columns as strings in UI Open

kind/bug lifecycle/needs-triage

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

kubeflow/katib#2715 · 1 comment · Opened Sep 3, 2026
feat(ui): Add Dark/Light Mode Toggle to Katib UI Open

kind/feature lifecycle/needs-triage

kubeflow/katib#2709 · 2 comments · 1 assignee · Opened Aug 28, 2026
metrics-collector: file-metricscollector panics (nil regexp) when a user-provided filter is an invalid regular expression Open

kind/bug lifecycle/needs-triage

kubeflow/katib#2707 · 1 comment · 1 assignee · Opened Aug 25, 2026
db-manager : RegisterObservationLog fails with SQL syntax error when observation log has no valid entries (MySQL & Postgres) Open

kind/bug lifecycle/needs-triage

kubeflow/katib#2705 · 2 comments · 1 assignee · Opened Aug 25, 2026
Update the katib roadmap Open

kubeflow/katib#2681 · 2 comments · 1 assignee · Opened Jun 30, 2026
Support callable search space for optuna in suggestion Open

kind/feature lifecycle/frozen

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

kubeflow/katib#2228 · 2 comments · 2 reactions · Opened Sep 21, 2023
Support Kubernetes Sidecars for Katib Metrics Collectors Open

kind/discussion kind/feature lifecycle/frozen

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

kubeflow/katib#2181 · 6 comments · 3 reactions · Opened Jul 28, 2023
Katib UI experiment details slow query Open

help wanted kind/bug lifecycle/frozen

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

kubeflow/katib#2159 · 4 comments · Opened May 24, 2023
Automatically and Regularly security scanning for container images Open

kind/feature lifecycle/frozen

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

kubeflow/katib#2095 · 7 comments · 1 reaction · Opened Jan 24, 2023
Support MOCMAES Open

help wanted kind/feature lifecycle/frozen

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

kubeflow/katib#2078 · 5 comments · 1 reaction · Opened Jan 9, 2023
Automate Katib Releases Open

area/release good first issue help wanted kind/feature lifecycle/frozen release/0.16

kubeflow/katib#2049 · 27 comments · 7 reactions · 3 assignees · Opened Dec 2, 2022
A metrics collector for Kubeflow Pipeline Metrics artifacts Open

kind/feature lifecycle/frozen

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

kubeflow/katib#2019 · 13 comments · 3 reactions · Opened Nov 17, 2022
Set suggestion resource requests/limits per run Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1976 · 5 comments · 5 reactions · Opened Oct 19, 2022
Detailed check for health check endpoint '/readyz' Open

kind/feature lifecycle/frozen

kubeflow/katib#1973 · 5 comments · 2 reactions · 1 assignee · Opened Oct 6, 2022
[SDK] Generate Enum Types for Katib APIs Open

area/sdk kind/feature lifecycle/frozen release/0.16

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

kubeflow/katib#1969 · 4 comments · 3 reactions · Opened Oct 4, 2022
[SDK] Improve Validation for Objective Function Open

area/sdk kind/feature lifecycle/frozen

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

kubeflow/katib#1968 · 5 comments · 2 reactions · Opened Oct 4, 2022
Build CI system for Arm64 images Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1941 · 7 comments · 5 reactions · Opened Aug 28, 2022
Add support for entire kubeflow pipelines as trial target (in addition to containers) Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1914 · 18 comments · 13 reactions · Opened Jul 8, 2022
Separate suggestion volume reconcile from resumePolicy Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1893 · 2 comments · 2 reactions · Opened Jun 10, 2022
Support hierarchical hyperparameter combinations Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1864 · 2 comments · 3 reactions · Opened May 11, 2022
Support Experiment Templates Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1850 · 2 comments · 1 reaction · Opened Apr 20, 2022
Experiment stuck due to hitting `Suggestion` custom resource size limits Open

help wanted kind/bug lifecycle/frozen

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

kubeflow/katib#1847 · 35 comments · 4 reactions · Opened Apr 12, 2022
Data passing to Katib experiments as components of kubeflow pipelines. Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1846 · 5 comments · 10 reactions · Opened Apr 11, 2022
NAS Experiment creation generates invalid Experiment YAML (missing numLayers) Open

kind/bug lifecycle/frozen priority/p1

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

kubeflow/katib#1799 · 5 comments · Opened Jan 31, 2022
Support users to set more fields in suggetion deployment Open

help wanted kind/feature lifecycle/frozen priority/p2

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

kubeflow/katib#1737 · 12 comments · 1 reaction · Opened Nov 19, 2021
Ability to export experiment results to CSV Open

area/front-end kind/feature lifecycle/frozen

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

kubeflow/katib#1697 · 4 comments · 2 reactions · Opened Oct 6, 2021
Use distroless image as the base image, run Katib components as a non-root user Open

kind/discussion lifecycle/frozen

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

kubeflow/katib#1664 · 8 comments · Opened Sep 14, 2021
Support Istio-sidecar handling Open

kind/feature lifecycle/frozen

Difficulty 5/5 Over a week Newbie friendliness 28/100

kubeflow/katib#1638 · 16 comments · 1 reaction · Opened Aug 24, 2021
Sync Algorithm Settings names for various Optimisation Frameworks Open

kind/feature lifecycle/frozen

Difficulty 4/5 3-5 days Newbie friendliness 32/100

kubeflow/katib#1627 · 4 comments · 4 reactions · Opened Aug 17, 2021
Support BOHB in Katib Open

help wanted kind/feature lifecycle/frozen

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

kubeflow/katib#1584 · 4 comments · Opened Jul 19, 2021
Naming for Katib Custom Resources Open

kind/discussion lifecycle/frozen

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

kubeflow/katib#1583 · 3 comments · Opened Jul 19, 2021
Support Asynchronous Successive Halving Algorithm (ASHA) in Katib Open

help wanted kind/feature lifecycle/frozen

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

kubeflow/katib#1582 · 10 comments · Opened Jul 19, 2021
[katib-ui] Interactive graph with toggle specific hyperparameters in experiment page Open

area/front-end kind/feature lifecycle/frozen

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

kubeflow/katib#1580 · 2 comments · 1 reaction · Opened Jul 16, 2021
[katib-ui] support to input many hyperparameters at once Open

area/front-end kind/feature lifecycle/frozen

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

kubeflow/katib#1579 · 2 comments · 1 reaction · Opened Jul 16, 2021
Support multi-objective optimization Open

help wanted kind/feature lifecycle/frozen

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

kubeflow/katib#1549 · 21 comments · 3 reactions · Opened Jun 4, 2021
[ui-authz-subjectaccessreviews] Use SubjectAccessReviews to ensure the web app respects K8s RBAC Open

kind/feature lifecycle/frozen

kubeflow/katib#1547 · 4 comments · 1 assignee · Opened Jun 2, 2021
TrialTemplates should be per-namespace and not always live in kubeflow namespace Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1546 · 4 comments · 1 reaction · Opened Jun 2, 2021
[UI Bug] Fetch Experiment should return TypeMeta Open

area/front-end kind/bug lifecycle/frozen

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

kubeflow/katib#1448 · 2 comments · Opened Feb 24, 2021
[UI Feature] Have distinct pages for HP and NAS Open

kind/feature lifecycle/frozen

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

kubeflow/katib#1444 · 5 comments · Opened Feb 19, 2021
[UI Feature] Page to manage Trial templates Open

area/front-end kind/feature lifecycle/frozen priority/p2

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

kubeflow/katib#1440 · 3 comments · Opened Feb 18, 2021
[UI Feature] Expose the underlying Suggestion Open

area/front-end kind/feature lifecycle/frozen priority/p3

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

kubeflow/katib#1439 · 6 comments · Opened Feb 18, 2021
[rev] Extend new Katib UI with more Status fields Open

kind/feature lifecycle/frozen priority/p2

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

kubeflow/katib#1434 · 5 comments · 1 reaction · Opened Feb 16, 2021
Conda package Open

kind/feature lifecycle/frozen

kubeflow/katib#1410 · 17 comments · 3 reactions · 1 assignee · Opened Dec 11, 2020
Refactor Hyperband Suggestion Open

help wanted kind/feature lifecycle/frozen priority/p1

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

kubeflow/katib#1389 · 3 comments · Opened Nov 13, 2020
Observation is not available for early stopping Trials with retain: false Open

kind/bug lifecycle/frozen

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

kubeflow/katib#1377 · 2 comments · Opened Nov 5, 2020
Critical vulnerabilities found in tfevent-metricscollector docker image Open

area/katib kind/bug lifecycle/frozen

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

kubeflow/katib#1346 · 3 comments · Opened Sep 23, 2020
Example with saving Suggestion state to the volume Open

area/katib kind/feature lifecycle/frozen

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

kubeflow/katib#1293 · 3 comments · 1 reaction · Opened Aug 5, 2020

kubeflow/katib

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