Polyaxon v1.6: File Initializer
Polyaxon v1.6 release introduces a new file initializer.
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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.
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Polyaxon v1.5: Compiler Improvements
Polyaxon v1.5 brings several enhancements to the specification and compilation process.
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Polyaxon v1.5: Inroducing Events
Today, we are pleased to announce a new feature "Events" available with the v1.5 release.
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Polyaxon v1.5: Inroducing Hooks
Today, we are pleased to announce a new feature "Hooks" available with the v1.5 release.
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Polyaxon v1.5: Inroducing Joins
Today, we are pleased to announce a new feature "Joins" available with the v1.5 release.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Polyaxon v1.3: Improved cache performance and cache hit detection
Polyaxon v1.3 release introduces a new heuristic to detect cache hits faster.
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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.
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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).
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Reproducible & Portable Machine Learning packages
As we are testing release candidates for the upcoming PolyaxonV1.1. Several users have been asking about the new Polyaxonfile changes and…
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Streamlining the machine Learning lifecycle
The v1 release delivers some new functionalities and features to streamline the machine learning lifecycle.
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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.
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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.
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Polyaxon v0.4.2: Kubeflow, Horovod, and MPI integrations
Polyaxon now integrates with Kubeflow, Horovod, and MPI natively.
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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.
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Polyaxon 0.2.7: experiments comparison & model analysis
Today’s release is the first step towards experiments comparison on Polyaxon and overall model analysis.
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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.
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