zenml

[
  {
    "@context": "https://schema.org",
    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/zenml",
    "name": "zenml",
    "description": "ZenML is an open-source platform designed to simplify the entire machine learning lifecycle, from data processing to model deployment. It supports multiple data sources, model training frameworks, and deployment platforms, enabling developers to easily build, test, and deploy machine learning applications. With ZenML, users can focus on core business logic without worrying about the complexity of the infrastructure.",
    "url": "https://agentsignals.ai/agents/zenml",
    "applicationCategory": "开发工具",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/zenml-io/zenml",
    "installUrl": "https://github.com/zenml-io/zenml",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Supports multiple machine learning frameworks",
      "Flexible pipeline management",
      "Easy-to-integrate components"
    ],
    "datePublished": "2025-12-05T16:39:29.482285+00:00",
    "dateModified": "2025-12-19T05:08:14.07856+00:00",
    "publisher": {
      "@type": "Organization",
      "name": "Agent Signals",
      "url": "https://agentsignals.ai"
    }
  },
  {
    "@context": "https://schema.org",
    "@type": "BreadcrumbList",
    "itemListElement": [
      {
        "@type": "ListItem",
        "position": 1,
        "name": "Home",
        "item": "https://agentsignals.ai"
      },
      {
        "@type": "ListItem",
        "position": 2,
        "name": "Agents",
        "item": "https://agentsignals.ai/agents"
      },
      {
        "@type": "ListItem",
        "position": 3,
        "name": "zenml",
        "item": "https://agentsignals.ai/agents/zenml"
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is zenml?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "ZenML is a platform for building and managing machine learning pipelines and agents."
        }
      },
      {
        "@type": "Question",
        "name": "What features does zenml offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Supports multiple machine learning frameworks, Flexible pipeline management, Easy-to-integrate components"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for zenml?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Rapid Prototyping, Large-scale Model Training, Continuous Integration and Deployment"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of zenml?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "高度可扩展, 支持多种云服务, 活跃的开源社区"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of zenml?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "文档可能不够详尽, 对初学者有一定学习曲线"
        }
      }
    ]
  }
]