Announcements articles

Polyaxon v1.12: Runs comparison, Diff mode, Filtering for/out values in the runs table, Tags management, Backfill, and many more

Polyaxon v1.12 release of our MLOps platform builds on top of the previous version and brings new features and improvements to the specification and dashboard experience.

Polyaxon v1.11: Improved rendering and faster events loading, new plotting and charts capabilities, improved resizing and caching

Polyaxon v1.11 release of our MLOps platform builds on top of the previous version and brings new features and improvements to the dashboarding experience.

Polyaxon v1.10: New filtering capabilities, Improved CSV download, multi-section and multi-layout dashboards

Polyaxon v1.10 release of our MLOps platform brings several new features and improvements to the search and dashboarding experience.

Polyaxon v1.9: Serving models in-cluster guides, UI managed connections, Improved Tensorboard services, Improved upload command

Today, we are pleased to announce the v1.9 release of our MLOps platform, a stable version that brings several new guides for serving machine learning REST APIs on Kubernetes, running Tensorboard in sync mode, new upload command improvements, new copy mode capabilities, and a UI based connections management.

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 v1.7: 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 v1.6: 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 v1.5: 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 v1.4: 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 v1.3: 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 v1.1.8: 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).

Polyaxon’s new user experience

Today, we are pleased to announce the v1.0.8 release of our MLOps platform, a stable version which brings significant improvements to Polyaxon’s user experience.

Polyaxon v0.5

Today, we are pleased to announce the v0.5 release of our MLOps platform, a stable version which brings significant improvements to Polyaxon’s deployment and management experience, model management and Machine Learning (ML) workflows automation.

New versioning, roadmap, resources

Today we are not announcing a new release of our Product, instead we would like to update our users and community about some changes and short-term roadmap of our product.

Polyaxon v0.4.3: stable — Improved dashboard, setup, and documentation

Today, we are pleased to announce the v0.4.3 release of our MLOps platform, a stable version with improved functionalities and documentation.

Polyaxon v0.4.2: Kubeflow, Horovod, and MPI integrations

Polyaxon now integrates with Kubeflow, Horovod, and MPI natively.

Polyaxon v0.4: Integrations, Machine Learning CI, Better support of external repos, Better support of cloud storages...

Polyaxon v0.4 added integrations, machine learning CI, experiment tracking, cloud storage support, TPU scheduling, and workflow improvements.

Polyaxon 0.2.7: experiments comparison & model analysis

Today’s release is the first step towards experiments comparison on Polyaxon and overall model analysis.

Polyaxon 0.2.3: Experiment stability, better tracking, better visualization

We’re pleased to announce the new release of Polyaxon 0.2.3. Today’s release continues to focus on internal improvements and stability, and make the best experience to run and scale machine learning on Kubernetes.

Polyaxon v0.2

The new version of Polyaxon comes with a lot of new features, bug fixes, and performance enhancement.

A Deep Learning stack on Kubernetes

This post tries to answer a couple of practical questions about the project and the intent behind it’s creation.