Product articles

Polyaxon v1.9: Pending logic

Polyaxon compiler has a uniform logic to deal with pending runs.

Polyaxon v1.9: Improved run and project overview pages

The run and project overview pages were improved to display basic stats and progress information.

Polyaxon v1.9: Converting params to cli args

With Polyaxon v1.9, users can easily turn their params to a CLI arguments using a single flag.

Polyaxon v1.8: Graph View, New Rendering Capabilities, Customizable Notifiers & Tuners, UI actions

Today, we are pleased to announce the v1.8 release of our MLOps platform, a stable version that brings several new rendering and UI features and scheduling enhancements.

Polyaxon v1.8: Tensorboard and custom actions from the UI

Polyaxon v1.8 introduces several new UI enhancements including the possibility to start Tensorboard and downstream operations.

Polyaxon v1.8: New Rendering Capabilities

Polyaxon v1.8 comes with several new rendering capabilities.

Polyaxon v1.8: Graph View

Introducing the new graph view in Polyaxon v1.8 release.

Polyaxon v1.8: Customizable Notifiers & Tuners

With the release of Polyaxon v1.8 we are introducing a more customizable interface to schedule notifiers and tuners.

Polyaxon v1.7: Improved Assets Tracking, New Callbacks, Better Documentation with Examples, CSV Download, Better UI for Polyaxon Manifests, Improved Legends, Hover, and Tooltips for Plots, & Compatibility with Kubernetes 1.19

Today, we are pleased to announce the v1.7 release of our MLOps platform, a stable version that brings several new features, enhancements, and fixes. This release does not introduce any breaking changes and is fully compatible with previous releases.

Polyaxon v1.7: Improved Assets Tracking, New Callbacks, Better Documentation with Examples

Polyaxon v1.7 release introduces several new tracking improvements and improved documentation.

Polyaxon v1.7: CSV Download

Users can now use both Polyaxon UI and Polyaxon CLI to download their runs as a CSV file.

Polyaxon v1.6: Offline Mode for ML Tracking, Timeline, File Initializer, & Operator Concurrent Reconciles

Today, we are pleased to announce the v1.6 release of our MLOps platform, a stable version which brings several new visualization features, scalable operator concurrency enhancements, and fixes.

Polyaxon v1.6: Timeline View

Polyaxon UI has now a timeline view for pipelines, schedules and hyperparametr optimization operations.

Polyaxon v1.6: Offline Mode for ML Tracking, Timeline, File Initializer, & Operator Concurrent Reconciles

Polyaxon v1.6 will introduce a new feature to run experiments locally without the need to have a running Polyaxon server.

Polyaxon v1.6: Manual ML runs managements

Today we introduce a new major enhancement to allow user to manually manage their experiments.

Polyaxon v1.6: File Initializer

Polyaxon v1.6 release introduces a new file initializer.

Polyaxon v1.5: Events, hooks, & Joins

Today, we are pleased to announce the v1.5 release of our MLOps platform, a stable version which brings several new features and enhancements to performing map-reduce operations on Kubernetes.

Polyaxon v1.5: Compiler Improvements

Polyaxon v1.5 brings several enhancements to the specification and compilation process.

Polyaxon v1.5: Inroducing Events

Today, we are pleased to announce a new feature "Events" available with the v1.5 release.

Polyaxon v1.5: Inroducing Hooks

Today, we are pleased to announce a new feature "Hooks" available with the v1.5 release.

Polyaxon v1.5: Inroducing Joins

Today, we are pleased to announce a new feature "Joins" available with the v1.5 release.

Polyaxon v1.4: Upload, Component Hub, & Model Registry

Today, we are pleased to announce the v1.4 release of our MLOps platform, a stable version which brings several new features and enhancements to our component hub for reusable Kubernetes workload templates and a built-in model registry.

Polyaxon v1.4: Upload, Component Hub, & Model Registry

Today, we are pleased to announce the v1.4 release of our MLOps platform, a stable version which brings several new features and enhancements to our component hub for reusable Kubernetes workload templates and a built-in model registry.

Polyaxon v1.4: Upload, Component Hub, & Model Registry

Today, we are pleased to announce the v1.4 release of our MLOps platform, a stable version which brings several new features and enhancements to our component hub for reusable Kubernetes workload templates and a built-in model registry.