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SpringTerm-Week16-17-Percolator,SQL protoco
SpringTerm-Week18-Select and Projection executor Expand file tree Collapse file tree Original file line number Diff line number Diff line change 4747| 13 | 数据挖掘 | 数据预处理(滤波、插值、降维) <br />关联分析 <br />图挖掘,序列模式挖掘 | 1. 整理相关算法说明文档<br />2. 使用现有工具库分析图数据中的重要节点、社团关系等,并对结果进行展示 <br /> [ 项目地址] ( ./SpringTerm-Week13-DataMining ) |
4848| 14 | 机器学习&深度学习 | 分类算法(KNN、贝叶斯、SVM、决策树)<br />聚类算法(kmeans、DBSCAN)<br />常用模型(CNN、RNN、LSTM) | 1. 整理相关算法说明文档 <br /> 2. 使用机器学习和深度学习方法实现手写数字识别 <br />3. 空气质量数据集进行预处理,使用深度学习方法,实现空气质量预测<br />[ 项目地址] ( ./SpringTerm-Week14-DeepLearning ) |
4949| 15 | 深度学习 | Attention机制、Transformer、GAN<br />自然语言处理基础:分词、去除停用词、命名实体识别、预训练模型 | 1. 使用NLP工具实现命名实体识别 <br />2. 搭建模型,实现情感分析<br />[ 项目地址] ( SpringTerm-Week15-NLP ) |
50+ | 16-17 | Percolator和SQL调用 | 实现协调者Percolator协议和完成SQL调用模块 | [ Percolator] ( https://github.com/vldbss-2021/vldb-2021-labs/blob/master/tinysql/doc_ss/lab3-README-zh_CN.md ) <br />[ SQL] ( https://github.com/vldbss-2021/vldb-2021-labs/blob/master/tinysql/doc_ss/lab4a-README-zh_CN.md )
51+ | 18 | Update和Insert的executor的实现 | 实现Update语句和Select语句的executor | [ Update] ( https://github.com/vldbss-2021/vldb-2021-labs/blob/master/tinysql/doc_ss/lab4b-README-zh_CN.md ) <br />[ SQL] ( https://github.com/vldbss-2021/vldb-2021-labs/blob/master/tinysql/doc_ss/lab4a-README-zh_CN.md )
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5154## 如何提交作业
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Original file line number Diff line number Diff line change 1+ # SpringTerm-Week16-Percolator,SQL protoco
2+ 实现项目中协调者部分的Percolator协议,完成SQL调度模块
Original file line number Diff line number Diff line change 1+ # SpringTerm-Week18-Select and Projection executor
2+ 实现SQL的插入语句,实现SQL的select语句
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