smile

[
  {
    "@context": "https://schema.org",
    "@type": "SoftwareApplication",
    "@id": "https://agentsignals.ai/agents/smile",
    "name": "smile",
    "description": "SMILE (Statistical Machine Intelligence & Learning Engine) is an efficient and user-friendly machine learning library that supports a variety of data mining, statistical analysis, and machine learning algorithms. It is open-sourced on GitHub, offering a wide range of algorithm implementations and tools suitable for data scientists and machine learning engineers.",
    "url": "https://agentsignals.ai/agents/smile",
    "applicationCategory": "数据分析",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/haifengl/smile",
    "installUrl": "https://github.com/haifengl/smile",
    "offers": {
      "@type": "Offer",
      "price": "0",
      "priceCurrency": "USD",
      "description": "免费",
      "availability": "https://schema.org/InStock"
    },
    "featureList": [
      "Broad support for machine learning algorithms",
      "Efficient data processing capabilities",
      "User-friendly API"
    ],
    "datePublished": "2025-12-05T16:38:38.598311+00:00",
    "dateModified": "2025-12-19T21:13:32.455214+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": "smile",
        "item": "https://agentsignals.ai/agents/smile"
      }
    ]
  },
  {
    "@context": "https://schema.org",
    "@type": "FAQPage",
    "mainEntity": [
      {
        "@type": "Question",
        "name": "What is smile?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "An engine for statistical machine intelligence and learning."
        }
      },
      {
        "@type": "Question",
        "name": "What features does smile offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Broad support for machine learning algorithms, Efficient data processing capabilities, User-friendly API"
        }
      },
      {
        "@type": "Question",
        "name": "What are the use cases for smile?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Data Analysis, Predictive Modeling, Data Mining"
        }
      },
      {
        "@type": "Question",
        "name": "What are the advantages of smile?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "开源免费, 强大的社区支持, 丰富的算法库"
        }
      },
      {
        "@type": "Question",
        "name": "What are the limitations of smile?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "文档可能不够完善, 对于初学者可能有一定学习曲线"
        }
      }
    ]
  }
]