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
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Polyaxon v1.16: Inspecting chart data
Using the line chart widget you can now inspect the underlying data as an interactive table.
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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
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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.
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Polyaxon v1.16: CLI Operation shell & inspection
Improved inspection and monitoring capabilities and Container Shell debugging capabilities in the CLI.
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Polyaxon v1.16: Automatic CSV/TSV/Dataframes/... rendering
Polyaxon UI can now render CSV/TSV/Dataframes/... automatically as a table
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Polyaxon v1.15: Global Search & Recently Viewed
Users can search organizations they belong to and project they have access and access recently viewed items.
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Polyaxon v1.14: Component Latest Runs
Users can quickly search by a specific component and see recent runs for a specific component.
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Polyaxon v1.13: Billing & Read Only Seats
Organization's owners and managers can now invite read-only seats and billing seats to their organization.
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Polyaxon v1.13: Service Accounts
Organization's owners and managers can create service accounts to issue tokens for CI/CD/CT services.
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Polyaxon v1.13: Experiments Table Heatmap
How to turn the runs table into a heatmap using the new heat field feature.
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Polyaxon v1.13: Queues saturation
The queues table shows now a saturation bar for queues with quotas or concurrency limits and stats about the runs assigned to each queue.
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Polyaxon v1.13: Integration with HuggingFace
A new logger for the HuggingFace transformer library.
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Polyaxon v1.13: Easy hyperparameter tuning from CLI
Users can now use the cli to pass hyperparaeter directlu from the CI without creating a YAML file.
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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.
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Polyaxon v1.12: Models and Artifacts initializers
Improved init section with support for promoted models and artifacts.
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Polyaxon v1.12: Date and Datetime Hyperparam Generators & Backfills
New hyperparam generators for dates and datetimes and Backfill scheduling strategy.
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Polyaxon v1.12: Inputs/Outpts/Param to Env Vars
A new feature for IO and Params sectiosn to turn parameters to environment variables `toEnv`.
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Polyaxon v1.12: Transfer Runs
Managing cross project runs and moving runs from one project to another to re-organize or refactor previous work.
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Polyaxon v1.12: Tags Management
Admins can create predefined tags with colors and specific description to organize projects and runs.
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Polyaxon v1.12: Table - Visualization Resizing
Improved table - dashboard layout and resizing.
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Polyaxon v1.12: Filter for/out values
A new feature to automatically query or exclude runs based on a value directlu from the table cells.
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Polyaxon v1.12: Runs compare table
A new feature to compare runs.
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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.
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