# kubeflow/examples

A repository to host extended examples and tutorials

Repository: https://github.com/kubeflow/examples
Canonical: https://ross.abutalabs.com/products/kubeflow-examples
Language: Jsonnet
License: Apache-2.0
License Family: permissive
Last push: 2025-04-14T01:54:52+00:00

## Health v2 (maintenance only)
Score: 39/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 16, release rhythm 35, longevity 100
- inputs: {"age_days": 3135, "days_push": 507, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1461, forks 752 (observed 2026-08-28T04:04:47.545821+00:00)

## What it is
A collection of extended examples and tutorials for Kubeflow, demonstrating machine learning workflows, pipelines, and deployments on Kubernetes. The repository is no longer actively maintained, with current examples moved to individual Kubeflow component repositories.

## Use cases
- learn kubeflow pipelines with end-to-end examples
- train a model on kubernetes with kubeflow
- deploy a tensorflow model with seldon core
- run jupyter notebooks with kubeflow pipelines
- learn mlops workflows on kubernetes
- find kubeflow tutorials for named entity recognition
- set up github issue summarization with nlp and kubeflow

## When to choose
- you want reference tutorials for older Kubeflow versions or classic example workflows
- you are learning ML pipeline concepts like reusable components, metrics, and visualizations on Kubernetes
- you need a starting point for PyTorch or TensorFlow training on Kubeflow

## When to avoid
- you need up-to-date, working examples for current Kubeflow releases - use the individual component repositories instead
- you want a maintained library or tool rather than educational material
- you are not using Kubernetes or Kubeflow

## Facets
- artifact type: learning-resource
- maturity: abandoned
- function: machine-learning, workflow-automation, developer-tools
- domain: machine-learning, tutorials, developer-tools
- platform: python, cloud
- tags: kubeflow, mlops, pipelines, tutorials, examples, kubernetes, tensorflow, pytorch

## Member repositories
- kubeflow/examples (main) score 39

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:47.545821+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:35:21.174998+00:00, confidence not recorded.
  - readme: https://github.com/kubeflow/examples (fetched 2026-08-28T04:04:47.545821+00:00, sha 5dee5cfe6242)
- Data as of 2026-08-30T08:39:29.467469+00:00.