gatsby-config.js

module.exports = {
  siteMetadata: {
    title: "Reata's Blog",
    notebooks: [
      {
        title: "深度学习 Deep Learning",
        link: null,
        children: [
          {
            title: "神经网络与深度学习 Neural Network and Deep Learning",
            link: null,
            children: [
              {
                title: "深度学习简介 Introduction to Deep Learning",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Introduction%20to%20Deep%20Learning.ipynb",
                children: null
              },
              {
                title: "神经网络基础 Neural Network Basics",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Neural%20Network%20Basics.ipynb",
                children: null
              },
              {
                title: "浅层神经网络 Shallow Neural Network",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Shallow%20Neural%20Network.ipynb",
                children: null
              },
              {
                title: "深度神经网络 Deep Neural Network",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Deep%20Neural%20Network.ipynb",
                children: null
              },
            ]
          },
          {
            title: "提升深度神经网络 Improving Deep Neural Network",
            link: null,
            children: [
              {
                title: "深度学习的使用 Practical aspects of Deep Learning",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Practical%20aspects%20of%20Deep%20Learning.ipynb",
                children: null
              },
              {
                title: "优化算法 Optimization algorithms",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Optimization%20algorithms.ipynb",
                children: null
              },
              {
                title: "超参调节、批量标准化、编程框架 Hyperparameter tuning, Batch Normalization and Programming Frameworks",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Hyperparameter%20tuning%2C%20Batch%20Normalization%20and%20Programming%20Frameworks.ipynb",
                children: null
              },
            ]
          },
          {
            title: "结构化机器学习项目 Structuring Machine Learning Projects",
            link: null,
            children: [
              {
                title: "机器学习策略（1） ML Strategy(1)",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/ML%20Strategy%20%281%29.ipynb",
                children: null
              },
              {
                title: "机器学习策略（2） ML Strategy(2)",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/ML%20Strategy%20%282%29.ipynb",
                children: null
              },
            ]
          },
          {
            title: "卷积神经网络 Convolutional Neural Networks",
            link: null,
            children: [
              {
                title: "卷积神经网络基础 Foundations of Convolutional Neural Networks",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Foundations%20of%20Convolutional%20Neural%20Networks.ipynb",
                children: null
              },
              {
                title: "深度卷积模型：案例分析 Deep Convolutional Models: Case Studies",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Deep%20Convolutional%20Models%20Case%20Studies.ipynb",
                children: null
              },
              {
                title: "目标检测 Object Detection",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Object%20detection.ipynb",
                children: null
              },
              {
                title: "特殊应用：人脸识别&神经风格迁移 Special Application: Face Recognition & Neural Style Transfer",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Special%20applications%20-%20Face%20recognition%20%26%20Neural%20style%20transfer.ipynb",
                children: null
              },
            ]
          },
          {
            title: "序列模型 Sequence Models",
            link: null,
            children: [
              {
                title: "循环神经网络 Recurrent Neural Networks",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Recurrent%20Neural%20Networks.ipynb",
                children: null
              },
              {
                title: "自然语言处理&词嵌入 Natural Language Processing & Word Embeddings",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Natural%20Language%20Processing%20%26%20Word%20Embeddings.ipynb",
                children: null
              },
              {
                title: "序列模型&注意机制 Sequence Models & Attention Mechanism",
                link: "https://nbviewer.jupyter.org/github/reata/DeepLearning/blob/master/Sequence%20models%20%26%20Attention%20mechanism.ipynb",
                children: null
              },
            ]
          },
        ]
      },
      {
        title: "机器学习 Machine Learning",
        link: null,
        children: [
          {
            title: "监督学习 Supervised Learning",
            link: null,
            children: [
              {
                title: "线性回归 Linear Regression",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Linear%20Regression.ipynb",
                children: null
              },
              {
                title: "逻辑回归 Logistic Regression",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Logistic%20Regression.ipynb",
                children: null
              },
              {
                title: "广义线性模型 Generalized Linear Models",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Generalized%20Linear%20Models.ipynb",
                children: null
              },
              {
                title: "生成学习算法 Generative Learning Algorithm",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Generative%20Learning%20Algorithms.ipynb",
                children: null
              },
              {
                title: "支持向量机 Support Vector Machines",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Support%20Vector%20Machines.ipynb",
                children: null
              },
            ]
          },
          {
            title: "学习理论 Learning Theory",
            link: null,
            children: [
              {
                title: "学习理论 Learning Theory",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Learning%20Theory.ipynb",
                children: null
              },
              {
                title: "正则化和模型选择 Regularization and Model Selection",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Regularization%20and%20Model%20Selection.ipynb",
                children: null
              },
              {
                title: "应用机器学习 Advice on Applying Machine Learning",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Advice%20on%20Applying%20Machine%20Learning.ipynb",
                children: null
              },
            ]
          },
          {
            title: "非监督学习 Unsupervised Learning",
            link: null,
            children: [
              {
                title: "k均值聚类 k-Means Clustering",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/k-Means%20Clustering%20Algorithm.ipynb",
                children: null
              },
              {
                title: "高斯混合模型 Gaussian Mixture Models",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Gaussian%20Mixture%20Models.ipynb",
                children: null
              },
              {
                title: "EM算法 The EM Algorithm",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/The%20EM%20Algorithm.ipynb",
                children: null
              },
              {
                title: "因子分析 Factor Analysis",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Factor%20Analysis.ipynb",
                children: null
              },
              {
                title: "主成分分析 Principal Components Analysis",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Principal%20Components%20Analysis.ipynb",
                children: null
              },
              {
                title: "独立成分分析 Independent Components Analysis",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Independent%20Components%20Analysis.ipynb",
                children: null
              },
            ]
          },
          {
            title: "强化学习 Reinforcement Learning",
            link: null,
            children: [
              {
                title: "强化学习和控制 Reinforcement Learning and Control",
                link: "https://nbviewer.jupyter.org/github/reata/MachineLearning/blob/master/Reinforcement%20Learning%20and%20Control.ipynb",
                children: null
              },
            ]
          },
        ]
      },
      {
        title: "概率论与数理统计 Probability and Statistics",
        link: null,
        children: [
          {
            title: "随机变量及其分布 Random Variable and its Distribution",
            link: "https://nbviewer.jupyter.org/github/reata/ProbabilityAndStatistics/blob/master/Random%20Variable%20and%20its%20Distribution.ipynb",
          },
          {
            title: "随机变量的数字特征 Mathematical Properties of Random Variable",
            link: "https://nbviewer.jupyter.org/github/reata/ProbabilityAndStatistics/blob/master/Mathematical%20Properties%20of%20Random%20Variable.ipynb",
          },
          {
            title: "参数估计 Parameter Estimation",
            link: "https://nbviewer.jupyter.org/github/reata/ProbabilityAndStatistics/blob/master/Parameter%20Estimation.ipynb",
          },
        ]
      },
      {
        title: "微积分 Calculus",
        link: null,
        children: [
          {
            title: "多元函数微分法及其应用",
            link: "https://nbviewer.jupyter.org/github/reata/Calculus/blob/master/Multivariable%20Differential%20Calculus%20and%20its%20Application.ipynb",
          },
        ]
      },
      {
        title: "密码学 Cryptography (一段关于Alice和Bob的罗曼史)",
        link: null,
        children: [
          {
            title: "导论与流密码 Introduction and Stream Ciphers",
            link: "https://nbviewer.jupyter.org/github/reata/Cryptography/blob/master/Introduction%20and%20Stream%20Ciphers.ipynb",
          },
          {
            title: "分组密码 Block Ciphers",
            link: "https://nbviewer.jupyter.org/github/reata/Cryptography/blob/master/Block%20Ciphers.ipynb",
          },
          {
            title: "信息完整性 Message Integrity",
            link: "https://nbviewer.jupyter.org/github/reata/Cryptography/blob/master/Message%20Integrity.ipynb",
          },
          {
            title: "认证加密 Authenticated Encryption",
            link: "https://nbviewer.jupyter.org/github/reata/Cryptography/blob/master/Authenticated%20Encryption.ipynb",
          },
          {
            title: "密钥交换基础 Basic Key Exchange",
            link: "https://nbviewer.jupyter.org/github/reata/Cryptography/blob/master/Basic%20Key%20Exchange.ipynb",
          },
          {
            title: "公钥加密 Public-Key Encryption",
            link: "https://nbviewer.jupyter.org/github/reata/Cryptography/blob/master/Public-Key%20Encryption.ipynb",
          },
        ]
      },
    ],
    gists: [
      {
        title: "任意的二进制数据都可以用UTF-8解码吗？",
        link: "https://gist.github.com/reata/2eef6e514c70216c94ff0222aad0b2e4"
      },
      {
        title: "Python的条件表达式等价于if else代码块吗？",
        link: "https://gist.github.com/reata/39684356cbcbdc14d94b9fc9a1db8d8c"
      },
      {
        title: "在Python中用[]和list()创建列表有区别吗？",
        link: "https://gist.github.com/reata/5d0fee871252031d44f025b9aeba0a0b"
      },
      {
        title: "在Python中查询MySQL是CPU密集型还是IO密集型任务，能用多线程来加速吗？",
        link: "https://gist.github.com/reata/7894016938bc4110bb5516cdd87fe1a0"
      },
      {
        title: "用单机代码解释JOIN策略：NestedLoopJoin",
        link: "https://gist.github.com/reata/788924fe65aee9b443bf282143f8450b"
      },
      {
        title: "用单机代码解释JOIN策略：SortMergeJoin",
        link: "https://gist.github.com/reata/53bfd7cd3ae92fc5b8fdb763189eaf7a"
      },
      {
        title: "用单机代码解释JOIN策略：HashJoin",
        link: "https://gist.github.com/reata/5bfeecb9a7f41be46bbb546e44f644f4"
      },
      {
        title: "用多线程代码解释分布式JOIN策略：BroadcastHashJoin, ShuffleHashJoin, ShuffleSortMergeJoin & BroadcastNestedLoopJoin",
        link: "https://gist.github.com/reata/f0c2bc35430fdde23289c7135c1e6da3"
      },
      {
        title: "SQL中JOIN时，过滤条件写在ON里和写在WHERE条件里，二者等价吗？",
        link: "https://gist.github.com/reata/f00d3d4c0066d5e7c7a01351dd56c9c1"
      },
      {
        title: "SELECT DISTINCT和GROUP BY的去重效果相同吗？",
        link: "https://gist.github.com/reata/fd5e8cc15f55c3ec1ba0a3d7511d7991"
      },
      {
        title: "Spark的INSERT OVERWRITE幂等吗？",
        link: "https://gist.github.com/reata/f56ca53797e8a7f5214db6dc2c7f8fec"
      },
    ]
  },
  plugins: [
    "gatsby-plugin-image",
    "gatsby-plugin-sharp",
    "gatsby-transformer-sharp",
    {
      resolve: `gatsby-transformer-remark`,
      options: {
        plugins: [
          {
            resolve: `gatsby-remark-images`,
            options: {
              maxWidth: 740,
            },
          },
          {
            resolve: `gatsby-remark-prismjs`,
            options: {
              classPrefix: "language-",
              inlineCodeMarker: null,
              showLineNumbers: false,
              noInlineHighlight: true,
            },
          },
        ],
      },
    },
    {
      resolve: "gatsby-source-filesystem",
      options: {
        name: "pages",
        path: "./src/pages/",
      },
      __key: "pages",
    },
    {
      resolve: `gatsby-source-filesystem`,
      options: {
        name: `markdown-pages`,
        path: `./src/markdown-pages/`,
      },
    },
    {
      resolve: `gatsby-source-filesystem`,
      options: {
        name: `images`,
        path: `./src/images/`,
      },
    },
    {
      resolve: `gatsby-plugin-manifest`,
      options: {
        name: "Reata's Blog",
        short_name: "Reata's Blog",
        start_url: "/",
        background_color: "#6b37bf",
        theme_color: "#6b37bf",
        display: "standalone",
        icon: "src/images/icon.png", // This path is relative to the root of the site.
        crossOrigin: `use-credentials`,
      },
    },
    `gatsby-theme-material-ui`,
    `gatsby-plugin-meta-redirect` // make sure to put last in the array
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};