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@polyaxon

polyaxon

AI Infra / AI Orchestration / AI Control Plane

Tools:

Image Polyaxon: AI control plane to schedule, run, debug, observe, and automate AI/ML workloads, agents, and sandboxes on your infrastructure. (AIOps/MLOps/AgentOps) | code

Image MLOperator: Machine learning operator & controller for Kubernetes | code

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

Image HyperTune: A library for performing hyperparameter optimization | code

Image Sandbox: Sandbox daemon for running AI agents and interactive sessions for Polyaxon | code

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

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

Image CLI: Polyaxon Core Client & CLI | code

Image SDKs: Low level clients & language interfaces | code

Deployment options:

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

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

Image 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 polyaxon Public

    AI Infra / AI Orchestration / AI Control Plane

    MDX 3.7k 325

  2. charts charts Public

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

    Go Template 34 43

  3. traceml traceml Public

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

    Python 533 47

  4. mloperator mloperator Public

    ML/AI training/serving and agent sandbox operator and controller for Kubernetes

    Go 94 8

  5. haupt haupt Public

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

    Python 452 207

  6. hypertune hypertune Public

    A library for performing hyperparameter optimization

    Python 63 9

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