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@polyaxon

polyaxon

A platform for reproducible and scalable machine learning and deep learning
READMe.md

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 Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    3.3k 318

  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 469 40

  4. mloperator Public

    Machine Learning Operator & Controller for Kubernetes

    Go 86 7

  5. haupt Public

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

    Python 452 213

  6. hypertune Public

    A library for performing hyperparameter optimization

    Python 57 8

Repositories

  • polyaxon Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    3,298 Apache-2.0 318 119 (8 issues need help) 2 Updated Apr 13, 2023
  • cli Public

    Polyaxon Core Client & CLI to streamline MLOps

    Python 19 Apache-2.0 20 0 1 Updated Apr 13, 2023
  • haupt Public

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

    Python 452 AGPL-3.0 213 0 0 Updated Apr 13, 2023
  • hypertune Public

    A library for performing hyperparameter optimization

    Python 57 Apache-2.0 8 0 0 Updated Apr 13, 2023
  • traceml Public

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

    Python 469 Apache-2.0 40 6 0 Updated Apr 13, 2023
  • charts Public

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

    Smarty 34 Apache-2.0 45 1 0 Updated Apr 12, 2023
  • sdks Public

    Polyaxon Clients & Langange SDKS

    Java 12 Apache-2.0 14 1 3 Updated Apr 12, 2023
  • mloperator Public

    Machine Learning Operator & Controller for Kubernetes

    Go 86 Apache-2.0 7 0 0 Updated Apr 11, 2023
  • adlfs Public

    fsspec-compatible Azure Datake and Azure Blob Storage access

    Python 0 BSD-3-Clause 85 0 0 Updated Apr 10, 2023
  • s3fs Public

    S3 Filesystem

    Python 0 BSD-3-Clause 220 0 0 Updated Apr 10, 2023
View all repositories

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Developer Program Member