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@polyaxon

polyaxon

A platform for reproducible and scalable machine learning and deep learning

Tools:

Polyaxon: Machine learning management & orchestration Platform (MLOps) | code

MLOperator: Machine learning operator & controller for Kubernetes | code

TraceML: Engine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon | code

HyperTune: A library for performing hyperparameter optimization | code

Haupt: Lineage metadata API, artifacts streams, sandbox, ML-API, and spaces for Polyaxon | code

Helm Charts: For creating reproducible and maintainable deployments of Polyaxon with Kubernetes | code

CLI: Polyaxon Core Client & CLI | code

SDKs: Low level clients & language interfaces | code

Deployment options:

Community Edition: Get started locally or on your own cluster with our Machine learning management & orchestration Platform (MLOps) | website

Hybrid Cloud Deployment: A fully managed control plane for end to end data science orchestration, with on-premise security | website

Enterprise Edition: A powerful offering for larger organizations in need of security, monitoring, compliance, faster data scientists onboarding, higher performance, granular access, ... | website

Links:

Polyaxon Github Polyaxon API Slack Twitter

Docs Release GitHub GitHub GitHub

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  1. polyaxon Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    3.6k 316

  2. charts Public

    Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.

    Smarty 34 45

  3. traceml Public

    Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

    Python 515 44

  4. mloperator Public

    Machine learning operator & controller for Kubernetes

    Go 92 8

  5. haupt Public

    Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

    Python 453 209

  6. hypertune Public

    A library for performing hyperparameter optimization

    Python 63 9

Repositories

Showing 10 of 43 repositories
  • charts Public

    Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.

    Smarty 34 Apache-2.0 45 1 0 Updated Apr 22, 2025
  • polyaxon Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    3,630 Apache-2.0 316 121 (8 issues need help) 2 Updated Apr 22, 2025
  • haupt Public

    Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

    Python 453 AGPL-3.0 209 0 0 Updated Apr 22, 2025
  • hypertune Public

    A library for performing hyperparameter optimization

    Python 63 Apache-2.0 9 0 0 Updated Apr 22, 2025
  • traceml Public

    Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

    Python 515 Apache-2.0 44 6 0 Updated Apr 22, 2025
  • cli Public

    Polyaxon Core Client & CLI to streamline MLOps

    Python 19 Apache-2.0 19 0 2 Updated Apr 22, 2025
  • sdks Public

    Polyaxon Clients & Langange SDKS

    Java 13 Apache-2.0 15 1 3 Updated Apr 22, 2025
  • mloperator Public

    Machine learning operator & controller for Kubernetes

    Go 92 Apache-2.0 8 0 0 Updated Apr 21, 2025
  • adlfs Public Forked from fsspec/adlfs

    fsspec-compatible Azure Datake and Azure Blob Storage access

    Python 0 BSD-3-Clause 106 0 0 Updated Feb 18, 2025
  • gcsfs Public Forked from fsspec/gcsfs

    Pythonic file-system interface for Google Cloud Storage

    Python 0 BSD-3-Clause 150 0 0 Updated Feb 18, 2025

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