Latest posts

Polyaxon v1.17: Pulling & Pushing runs

Polyaxon v1.17: Pulling & Pushing runs
Users can now package and pull runs to local paths or push runs from local paths to a Polyaxon deployment
product

Polyaxon v1.16: Inspecting chart data

Polyaxon v1.16: Inspecting chart data
Using the line chart widget you can now inspect the underlying data as an interactive table.
product

Polyaxon v1.16: Transferring runs, models, components, & artifacts

Polyaxon v1.16: Transferring runs, models, components, & artifacts
Users can now transfer runs, models, components, & artifacts from one project to another to reorganize their workspaces
product

Polyaxon v1.16: Progress tracking

Polyaxon v1.16: Progress tracking
Users can now log the progress of their runs and have a progress bar in the UI to get a quick overview of their runs.
product

Polyaxon v1.16: CLI Operation shell & inspection

Polyaxon v1.16: CLI Operation shell & inspection
Improved inspection and monitoring capabilities and Container Shell debugging capabilities in the CLI.
product

Polyaxon v1.16: Automatic CSV/TSV/Dataframes/... rendering

Polyaxon v1.16: Automatic CSV/TSV/Dataframes/... rendering
Polyaxon UI can now render CSV/TSV/Dataframes/... automatically as a table
product

By section

Polyaxon v1.17: Pulling & Pushing runs

Polyaxon v1.17: Pulling & Pushing runs
Users can now package and pull runs to local paths or push runs from local paths to a Polyaxon deployment
product

Product

New product updates

Polyaxon v1.16: Inspecting chart data

Polyaxon v1.16: Inspecting chart data
Using the line chart widget you can now inspect the underlying data as an interactive table.
product

Polyaxon v1.16: Transferring runs, models, components, & artifacts

Polyaxon v1.16: Transferring runs, models, components, & artifacts
Users can now transfer runs, models, components, & artifacts from one project to another to reorganize their workspaces
product

Polyaxon v1.16: Progress tracking

Polyaxon v1.16: Progress tracking
Users can now log the progress of their runs and have a progress bar in the UI to get a quick overview of their runs.
product

Train and deploy machine learning applications to Kubernetes using Streamlit and Polyaxon

Train and deploy machine learning applications to Kubernetes using Streamlit and Polyaxon
A step-by-step guide to train, analyze, and deploy a containerized Streamlit machine learning application on Kubernetes using Polyaxon.
guides

Guides

Guides and Tutorials

Troubleshooting Kubernetes for data-scientists

Troubleshooting Kubernetes for data-scientists
Troubleshooting machine learning (ML) and deep learning(DL) workload on Kubernetes for data-scientists and machine learning engineers.
kubernetesguides

Common Git commands for data-scientists

Common Git commands for data-scientists
Common Git commands for data-scientists and machine learning engineers
gitguides

Common Docker terms for data-scientists

Common Docker terms for data-scientists
Common Docker terms for data-scientists and machine learning engineers
dockerguides