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Azure Ai Ml Py

技能 已验证 活跃

Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets, compute, and pipelines. Triggers: "azure-ai-ml", "MLClient", "workspace", "model registry", "training jobs", "datasets".

目的

To provide a powerful and structured way for AI agents to interact with and manage Azure Machine Learning resources, streamlining ML workflows.

功能

  • Manage Azure ML workspaces
  • Register and manage data assets
  • Register and manage models
  • Create and manage compute clusters
  • Define and execute training jobs
  • Orchestrate ML pipelines
  • Manage custom environments
  • Interact with datastores

使用场景

  • Automating ML environment setup
  • Registering datasets and models for tracking
  • Executing training jobs and monitoring their progress
  • Building and deploying multi-step ML pipelines
  • Managing compute resources efficiently

非目标

  • Performing actual model training or data analysis
  • Directly manipulating data files beyond registration
  • Interfacing with non-Azure ML services
  • Providing a graphical user interface for Azure ML management

Trust

  • info:Issues AttentionWith 19 issues opened and 11 closed in the last 90 days, the closure rate is below 50%, suggesting maintainers might be slower to respond to issues.

安装

请先添加 Marketplace

/plugin marketplace add microsoft/skills
/plugin install azure-sdk-python@skills

质量评分

已验证
95 /100
1 day ago 分析

信任信号

最近提交1 day ago
星标2.3k
许可证MIT
状态
查看源代码

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