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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

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  1. polyaxon polyaxon Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    3.6k 313

  2. charts charts Public

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

    Smarty 34 44

  3. traceml traceml Public

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

    Python 503 43

  4. mloperator mloperator Public

    Machine learning operator & controller for Kubernetes

    Go 90 7

  5. haupt haupt Public

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

    Python 454 209

  6. hypertune hypertune Public

    A library for performing hyperparameter optimization

    Python 62 8

Repositories

Showing 10 of 43 repositories
  • haupt Public

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

    polyaxon/haupt’s past year of commit activity
    Python 454 AGPL-3.0 209 0 0 Updated Oct 22, 2024
  • polyaxon Public

    MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

    polyaxon/polyaxon’s past year of commit activity
    3,564 Apache-2.0 313 120 (8 issues need help) 2 Updated Oct 16, 2024
  • traceml Public

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

    polyaxon/traceml’s past year of commit activity
    Python 503 Apache-2.0 43 6 0 Updated Oct 16, 2024
  • hypertune Public

    A library for performing hyperparameter optimization

    polyaxon/hypertune’s past year of commit activity
    Python 62 Apache-2.0 8 0 0 Updated Oct 16, 2024
  • cli Public

    Polyaxon Core Client & CLI to streamline MLOps

    polyaxon/cli’s past year of commit activity
    Python 18 Apache-2.0 17 0 1 Updated Oct 16, 2024
  • filesystem_spec Public Forked from fsspec/filesystem_spec

    A specification that python filesystems should adhere to.

    polyaxon/filesystem_spec’s past year of commit activity
    Python 0 BSD-3-Clause 359 0 0 Updated Oct 8, 2024
  • gcsfs Public Forked from fsspec/gcsfs

    Pythonic file-system interface for Google Cloud Storage

    polyaxon/gcsfs’s past year of commit activity
    Python 0 BSD-3-Clause 144 0 0 Updated Oct 8, 2024
  • s3fs Public Forked from fsspec/s3fs

    S3 Filesystem

    polyaxon/s3fs’s past year of commit activity
    Python 0 BSD-3-Clause 272 0 0 Updated Oct 8, 2024
  • adlfs Public Forked from fsspec/adlfs

    fsspec-compatible Azure Datake and Azure Blob Storage access

    polyaxon/adlfs’s past year of commit activity
    Python 0 BSD-3-Clause 105 0 0 Updated Oct 8, 2024
  • charts Public

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

    polyaxon/charts’s past year of commit activity
    Smarty 34 Apache-2.0 44 1 0 Updated Oct 5, 2024
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