Kubeflow
ML Pipeline Platform
Overview
Developed byGoogle
Maintained byCloud Native Computing Foundation
Founded2017
LicenseApache License 2.0
Open source✓ Open Source
Use casemachine learning workflows on Kubernetes
Technical
Protocols
Knowledge graph stats
Claims32
Avg confidence94%
Avg freshness99%
Last updatedUpdated 5 days ago
WikidataQ65048974
Trust distribution
100% unverified
Governance
Not assessed
Kubeflow
product
Machine learning toolkit for Kubernetes, enabling portable and scalable ML workflows.
Compare with...license type
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Apache License 2.0 | ○Unverified | High | Fresh | 1 |
| Apache 2.0 | ○Unverified | High | Fresh | 1 |
based on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Kubernetes | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Kubernetes | ○Unverified | High | Fresh | 1 |
| Kubernetes cluster | ○Unverified | High | Fresh | 1 |
pricing model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| free | ○Unverified | High | Fresh | 1 |
| Free and Open Source | ○Unverified | High | Fresh | 1 |
open source
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| true | ○Unverified | High | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| machine learning workflows on Kubernetes | ○Unverified | High | Fresh | 1 |
| Machine Learning Workflow Orchestration | ○Unverified | High | Fresh | 1 |
| Machine Learning Operations on Kubernetes | ○Unverified | High | Fresh | 1 |
supports model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| TensorFlow | ○Unverified | High | Fresh | 1 |
| PyTorch | ○Unverified | High | Fresh | 1 |
developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| ○Unverified | High | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| TensorFlow | ○Unverified | High | Fresh | 1 |
| PyTorch | ○Unverified | High | Fresh | 1 |
| Jupyter Notebook | ○Unverified | High | Fresh | 1 |
| Jupyter Notebooks | ○Unverified | High | Fresh | 1 |
| Jupyter | ○Unverified | High | Fresh | 1 |
| Apache Airflow | ○Unverified | Moderate | Fresh | 1 |
supports protocol
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Docker | ○Unverified | High | Fresh | 1 |
| Argo Workflows | ○Unverified | Moderate | Fresh | 1 |
| KFServing | ○Unverified | Moderate | Fresh | 1 |
maintained by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Cloud Native Computing Foundation | ○Unverified | High | Fresh | 1 |
| Kubeflow Community | ○Unverified | High | Fresh | 1 |
founded year
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| 2017 | ○Unverified | High | Fresh | 1 |
competes with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| MLflow | ○Unverified | Moderate | Fresh | 1 |