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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

Pinned

  1. polyaxon polyaxon Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    3.5k 309

  2. charts charts Public

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

    Smarty 33 44

  3. traceml traceml Public

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

    Python 489 43

  4. mloperator mloperator Public

    Machine Learning Operator & Controller for Kubernetes

    Go 89 7

  5. haupt haupt Public

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

    Python 451 213

  6. hypertune hypertune Public

    A library for performing hyperparameter optimization

    Python 61 8

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