[
    {
    "id" : 1 ,
    "name" : "编程语言" ,
    "tags" : ["c","c++","c#","perl","java","erlang","go","javascript","objective-c","kotlin","swift","qt","lua","ruby","bash","batch","julia","r","scala","Julia","typescript","php","python","rust"]
    },
    {
    "id" : 2 ,
    "name" : "游戏" ,
    "tags" : ["游戏引擎","unity","unity3d","pygame","cocos2d","cocos2d-x","cocos2d-java","corona sdk","cryengine","小游戏","VR","AR"]
    },
    {
    "id" : 3 ,
    "name" : "前端" ,
    "tags" : ["Javascript","vue/vue.js","layui","jquery","node.js","angular","easyui","javascript","elementui","react","echarts","bootstrap","ecmascript","typescript","jqgrid"]
    },
    {
    "id" : 4 ,
    "name" : "数据库" ,
    "tags" : ["mysql","oracle","sqlserver","mongodb","postgresql","navicat","database","redis","sqlite","big data","spark","kafka","hadoop","zookeeper","rabbitmq","flume","elasticsearch","hbase","hive","flink","storm","时序数据库","tsdb","mssql"]
    },
    {
    "id" : 5 ,
    "name" : "数据结构与算法" ,
    "tags" : ["数据结构","链表","散列表","宽度优先","广度优先","深度优先","迭代加深","启发式算法","图搜索算法","动态规划","爬山算法","模拟退火算法","算法","贪心算法","排序算法","决策树","最小二乘法","逻辑回归","线性回归","支持向量机","svm","近邻算法","均值算法","kmeans","随机森林","leetcode","预编码算法","红黑树","二叉树","b树","霍夫曼树","插入排序","堆排序","剪枝","合并排序","哈希算法","推荐算法"]
    },
    {
    "id" : 6 ,
    "name" : "人工智能" ,
    "tags" : ["tensorflow","pytorch","opencv","keras","caffe","scikit-learn","sklearn","pytorch","mxnet","mllib","paddlepaddle","jittor","deeplearning4j","tensorrt","mnn","mmlab","x-deep learning","mindspore","tensorrt","机器学习","集成模型","xgboost","lightbgm","adboost","boosting","概率图模型","最大期望算法","聚类/clustering","深度学习","神经网络","门控循环单元","长短期记忆","迁移学习","图神经网络","生成对抗网络","图卷积","推荐模型","deepfm","智能推荐","协同过滤","语音识别","监督学习","无监督学习","半监督学习","集成学习","迁移学习","主成分分析","奇异值分解","计算机视觉","边缘检测","目标检测","动作检测","行人检测","目标跟踪","语义分割","图像处理","数据增广","超分辨率算法","图像生成","alexnet","googlenet","yolo","强化学习","马尔可夫决策过程","自然语言处理","语言模型","语义理解","情感分析","指代消歧","依存解析","语言建模","机器翻译","自动摘要","自然语言推理","elmo","transformer","xlnet","doc2vec","skipgram","cbow","bert","albert","nnlm","lda/主题模型","glove","词嵌入","cnn","rnn","lstm","分类","朴素贝叶斯","非最大值抑制","人机对话","知识图谱","实体消歧","信息抽取","图计算","联邦学习","deepdive","bert"]
    },
    {
    "id" : 7 ,
    "name" : "开发工具" ,
    "tags" : ["idea","jupyter","pycharm","vscode","eclipse","vim","phpstorm","myeclipse","git","github","svn","visualstudio","jupytet","postman"]
    },
    {
    "id" : 8 ,
    "name" : "网络" ,
    "tags" : ["网络协议","tcp","tcp/ip","udp","websocket","网络安全"]
    },
    {
    "id" : 9 ,
    "name" : "嵌入式" ,
    "tags" : ["arm","物联网","iot","mcu","51单片机","stm32","proteus","嵌入式硬件","单片机","嵌入式实时数据库","rtdbs"]
    },
    {
    "id" : 10 ,
    "name" : "区块链" ,
    "tags" : ["比特币","libra","以太坊","数字货币","去中心化","分布式账本","信任链"]
    },
    {
    "id" : 11 ,
    "name" : "移动开发" ,
    "tags" : ["Flutter","iOS","xcode","macos","android","electron","Xamarin"]
    },
    {
    "id" : 12 ,
    "name" : "微软开发" ,
    "tags" : [".netcore","asp.net","c#","typescript","linq","hololens","mssql","azure","WPF","MFC"]
    },
    {
    "id" : 13 ,
    "name" : "测试" ,
    "tags" : ["单元测试","集成测试","测试覆盖率","模块测试","压力测试","测试工具","安全性测试","威胁分析","测试用例","可用性测试","AB测试"]
    },
    {
    "id" : 14 ,
    "name" : "软件工程" ,
    "tags" : ["需求分析","规格说明书","结对编程","极限编程","sprint","scrum","敏捷流程","jira","github","tfs"]
    },
    {
    "id" : 15 ,
    "name" : "设计模式" ,
    "tags" : ["UML","开闭原则","里氏替换原则","依赖倒置原则","单一职责原则","接口隔离原则","迪米特法则","合成复用原则","单例模式","原型模式","简单工厂模式","工厂方法模式","抽象工厂模式","建造者模式","代理模式","适配器模式","桥接模式","装饰器模式","外观模式","享元模式","组合模式","模板方法模式","策略模式","命令模式","责任链模式","状态模式","观察者模式","中介者模式","迭代器模式","访问者模式","备忘录模式","解释器模式"]
    },
    {
    "id" : 16 ,
    "name" : "操作系统" ,
    "tags" : ["linux","windows","win10","gnu","octave","ios","macos","blackberry","鸿蒙","centos","ubuntu"]
    }
]