All your favourite apps and tools, integrated with Polyaxon

Operators

Integrations with Kubernetes Operators

DaskJob
DaskJob
Beta
KubeFlow
KubeFlow
MpiJob
MpiJob
MXNetJob
MXNetJob
PytorchJob
PytorchJob
SparkJob
SparkJob
EE
TensorflowJob
TensorflowJob
XGBoostJob
XGBoostJob
RayJob
RayJob
Beta
Horovod
Horovod
Istio
Istio
EE
Rapids
Rapids
Examples

Services

Run your favorite services, apps, and dashboards to drive insights and share knowledge

JupyterLab
JupyterLab
RStudio
RStudio
Tensorboard
Tensorboard
VSCode
VSCode
Commuter
Commuter
Plotly Dash
Plotly Dash
Examples
Jupyter Notebook
Jupyter Notebook
Papermill
Papermill
FastAPI
FastAPI
Examples
Flask
Flask
Examples
Streamlit
Streamlit
Examples

Tracking & Visualizations

Track important information about your experiments and drive insights

Hiplot
Hiplot
CSV/TSV/Dataframe Auto-Rendering
CSV/TSV/Dataframe Auto-Rendering
Markdown Auto-Rendering
Markdown Auto-Rendering
Netron Auto-Rendering
Netron Auto-Rendering
Notebook Auto-Rendering
Notebook Auto-Rendering
Bokeh
Bokeh
Fastai Tracking
Fastai Tracking
Ignite tracking
Ignite tracking
Keras
Keras
LightGBM Tracking
LightGBM Tracking
Matplotlib
Matplotlib
Pytorch-Lightning Tracking
Pytorch-Lightning Tracking
Plotly
Plotly
Scikit Tracking
Scikit Tracking
Seaborn
Seaborn
Hugging Face
Hugging Face
Pytorch Tracking
Pytorch Tracking
Tensorflow Tracking
Tensorflow Tracking
XGBoost Tracking
XGBoost Tracking
Vega
Vega

Containers

Build containers with Polyaxon for your ML workload

Kaniko
Kaniko
Buildah
Buildah
Dockerizer
Dockerizer

Artifacts

Use the artifacts store of your choice to manage logs, events, and outputs

Artifacts on Node Host Path
Artifacts on Node Host Path
Artifacts on Minio
Artifacts on Minio
Artifacts on Azure Storage
Artifacts on Azure Storage
Artifacts on Persistent Volume Claim
Artifacts on Persistent Volume Claim
Artifacts on S3
Artifacts on S3
Artifacts on NFS Provisioner
Artifacts on NFS Provisioner
Artifacts on NFS
Artifacts on NFS
Artifacts on GCS
Artifacts on GCS

Git Providers

Use any git provider in your jobs and experiments

Repos on Github
Repos on Github
Repos on Bitbucket
Repos on Bitbucket
Repos on GitLab
Repos on GitLab

Container Registries

Use any conatiner provider to manage your docker images

Azure Container Registry ACR
Azure Container Registry ACR
Docker Hub
Docker Hub
Amazon ECR
Amazon ECR
In-Cluster Registry
In-Cluster Registry
Private Docker Registry
Private Docker Registry
Google GCR
Google GCR

Data Stores

Polyaxon supports any cloud storage such as Amazon S3, Google Cloud Storage, Azure Blob Storage, volumes, HTTP endpoints, or a directory in your intranet

Data on GCS
Data on GCS
Data on S3
Data on S3
Data on Azure Storage
Data on Azure Storage
Data on Ceph
Data on Ceph
Data on Node Host Path
Data on Node Host Path
Data on Minio
Data on Minio
Data on NFS Provisioner
Data on NFS Provisioner
Data on NFS
Data on NFS
Data on Persistent Volume Claim
Data on Persistent Volume Claim

IDEs

Polyaxon provides a JSON Schema that enables validation of YAML resources in your IDE

IDE Set-Up on IntelliJ IDEA
IDE Set-Up on IntelliJ IDEA
IDE Set-Up on VSCode
IDE Set-Up on VSCode

Notifications and Alerting

Polyaxon integrates with many applications to monitor and send alerts and notifications

Slack
Slack
Discord
Discord
Amazon SES
Amazon SES
Hipchat
Hipchat
Gmail
Gmail
Mailgun
Mailgun
Mattermost
Mattermost
PagerDuty
PagerDuty
Webhooks
Webhooks
SendGrid
SendGrid

Extend your setup

Extend your Polyaxon deployment and scale your setup to fit your use-case

Celery Scheduler
Celery Scheduler
Datadog
Datadog
EE
Elastic Stack
Elastic Stack
Jaeger
Jaeger
EE
MemoryStore for Redis on GCP
MemoryStore for Redis on GCP
New Relic
New Relic
EE
NGINX Ingress
NGINX Ingress
Postgres HA on Azure
Postgres HA on Azure
Postgres HA on AWS
Postgres HA on AWS
Postgres HA on GCP
Postgres HA on GCP
Sentry
Sentry
EE
Statsd
Statsd
EE
Let's Encrypt
Let's Encrypt

Automation

Build custom integrations to enhance your deployment automation and your CI/CD workflow via webhooks or Polyaxon APIs

Airflow
Airflow
Argo
Argo
Github Action
Github Action
Jenkins
Jenkins
Kafka
Kafka
Zapier
Zapier

SSO

Deploy Polyaxon with Single Sign On enabled

SSO with Github
SSO with Github
EE
SSO with Bitbucket
SSO with Bitbucket
EE
SSO with Okta
SSO with Okta
EE
SSO with Google
SSO with Google
EE
SSO with SAML
SSO with SAML
EE
SSO with GitLab
SSO with GitLab
EE
Work with the tools you're using right now

Powered by open-source and open standards, Polyaxon works with virtually any combination of languages, frameworks, or technology.

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