Product articles

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.

Polyaxon v1.4: CLI Upload, CLI Configurations, default owner/project, CLI for Component Hub & Model Registry

Polyaxon v1.4 release improves Polyaxon CLI with several new features and improvements to upload artifacts, set global configurations, and interact with components and registries.

Polyaxon v1.3: Improved hyperparameter tuning, Lineage, & UX

Today, we are pleased to announce the v1.3 release of our MLOps platform, a stable version which brings several new features and improvements to the managed hyperparameter optimization capabilities on Kubernetes and lineage tracking system.

Polyaxon v1.3: New search and visualization interface

Today, we are pleased to announce the v1.3 release of our MLOps platform with a new search and visualization interface.

Polyaxon v1.3: Improved Run info and metadata

Polyaxon v1.3 release of our MLOps platform introduces new features and improvements to the run info and metadata.

Polyaxon v1.3: Improved cache performance and cache hit detection

Polyaxon v1.3 release introduces a new heuristic to detect cache hits faster.

Polyaxon v1.3: Improved hyperparameter tuning

Polyaxon v1.3 brings several new features and improvements to the managed hyperparameter optimization capabilities, mid-run concurrency updates, new lineage metadata for iterations.

Polyaxon v1.1.8: Eager mode, CSV Results, & improved UI

Today, we are pleased to announce the v1.1.8 release, a stable version which brings several new features, enhancements, and fixes. This release does not introduce any breaking changes and is fully compatible with previous releases (> v1.0.9).