首页 课程资源 讲义     /    《机器学习》课件、数据和源代码

《机器学习》课件、数据和源代码

上传者: redkiteqiu | 上传时间:2018/1/9 4:50:30 | 文件大小:22.89MB | 文件类型:RAR
《机器学习》课件、数据和源代码
机器学习是计算机科学以及信号信息处理领域中重要的热点研究领域,在多个领域(数据挖掘、大数据分析、视频技术、音频技术、智能机器人技术等)成为关键核心和支撑技术。
这里提供的课件和代码包含了学生需要了解的主流的机器学习理论、方法及算法,并结合应用范例协助学生掌握监督学习、非监督学习、统计学习、计算学习、贝叶斯学习等基本学习的理论、模型算法及应用。
本软件ID:15599465

文件下载

资源详情

[{"title":"(48个子文件22.89MB)《机器学习》课件、数据和源代码","children":[{"title":"ML","children":[{"title":"qiu第7讲贝叶斯分类器.pdf <span style='color:#111;'>4.53MB</span>","children":null,"spread":false},{"title":"demo_bayes.cpp <span style='color:#111;'>2.65KB</span>","children":null,"spread":false},{"title":"qiu第9讲聚类-k邻近.pdf <span style='color:#111;'>11.29MB</span>","children":null,"spread":false},{"title":"qiu第12神经网络.pdf <span style='color:#111;'>1.54MB</span>","children":null,"spread":false},{"title":"qiu第6讲线性模型.pdf <span style='color:#111;'>1.98MB</span>","children":null,"spread":false},{"title":"demo_mlp.cpp <span style='color:#111;'>3.11KB</span>","children":null,"spread":false},{"title":"qiu第05讲-基本概念-1.pdf <span style='color:#111;'>1.26MB</span>","children":null,"spread":false},{"title":"demo_lda.cpp <span style='color:#111;'>3.12KB</span>","children":null,"spread":false},{"title":"qiu第4讲模型评估与选择.pdf <span style='color:#111;'>1.80MB</span>","children":null,"spread":false},{"title":"qiu第01讲-机器学习绪论f.pdf <span style='color:#111;'>7.22MB</span>","children":null,"spread":false},{"title":"demo_randomforest.cpp <span style='color:#111;'>2.40KB</span>","children":null,"spread":false},{"title":"qiu第10讲-数据降维算法-1.pdf <span style='color:#111;'>381.46KB</span>","children":null,"spread":false},{"title":"qiu第8讲决策树.pdf <span style='color:#111;'>3.92MB</span>","children":null,"spread":false},{"title":"Chapter03","children":[{"title":"CleaningData.xlsx <span style='color:#111;'>10.71KB</span>","children":null,"spread":false},{"title":"GlassIdentificationDataSet.xlsx <span style='color:#111;'>24.73KB</span>","children":null,"spread":false},{"title":"ExploratoryStatistics.m <span style='color:#111;'>1.11KB</span>","children":null,"spread":false},{"title":"EmergencyCalls.xlsx <span style='color:#111;'>8.29KB</span>","children":null,"spread":false},{"title":"ExploratoryVisualization.m <span style='color:#111;'>1.92KB</span>","children":null,"spread":false},{"title":"CleaningData.m <span style='color:#111;'>991B</span>","children":null,"spread":false},{"title":"EmergencyCallsNew.xlsx <span style='color:#111;'>8.30KB</span>","children":null,"spread":false},{"title":"LifeExpectancy.xlsx <span style='color:#111;'>8.33KB</span>","children":null,"spread":false}],"spread":false},{"title":"Chapter05","children":[{"title":"NearestNeighborCassifiers.m <span style='color:#111;'>712B</span>","children":null,"spread":false},{"title":"DecisionTrees.m <span style='color:#111;'>573B</span>","children":null,"spread":false},{"title":"DiscriminantAnalysis.m <span style='color:#111;'>1.21KB</span>","children":null,"spread":false},{"title":"NaiveBayes.m <span style='color:#111;'>751B</span>","children":null,"spread":false}],"spread":false},{"title":"qiu第11讲-数据降维算法-2.pdf <span style='color:#111;'>644.65KB</span>","children":null,"spread":false},{"title":"Chapter02","children":[{"title":"MyMatrix.txt <span style='color:#111;'>202B</span>","children":null,"spread":false},{"title":"Importing.m <span style='color:#111;'>611B</span>","children":null,"spread":false},{"title":"MyMatrix.xls <span style='color:#111;'>17.50KB</span>","children":null,"spread":false},{"title":"coliseum.jpg <span style='color:#111;'>285.17KB</span>","children":null,"spread":false},{"title":"Exporting.m <span style='color:#111;'>452B</span>","children":null,"spread":false},{"title":"apollo.wav <span style='color:#111;'>124.12KB</span>","children":null,"spread":false},{"title":"matrix.csv <span style='color:#111;'>26B</span>","children":null,"spread":false},{"title":"capri.xlsx <span style='color:#111;'>11.58KB</span>","children":null,"spread":false},{"title":"museum.xls <span style='color:#111;'>32.00KB</span>","children":null,"spread":false},{"title":"DataOrganization.m <span style='color:#111;'>1.45KB</span>","children":null,"spread":false},{"title":"matrix.txt <span style='color:#111;'>26B</span>","children":null,"spread":false},{"title":"MyMatrix.csv <span style='color:#111;'>199B</span>","children":null,"spread":false},{"title":"Ferrari.txt <span style='color:#111;'>152B</span>","children":null,"spread":false}],"spread":false},{"title":"demo_adaboost.cpp <span style='color:#111;'>2.01KB</span>","children":null,"spread":false},{"title":"qiu第02讲-数学-1.pdf <span style='color:#111;'>657.25KB</span>","children":null,"spread":false},{"title":"demo_decisiontree.cpp <span style='color:#111;'>2.42KB</span>","children":null,"spread":false},{"title":"qiu第03讲-数学-3.pdf <span style='color:#111;'>525.36KB</span>","children":null,"spread":false},{"title":"Chapter04","children":[{"title":"RegressionExample.m <span style='color:#111;'>3.27KB</span>","children":null,"spread":false},{"title":"employees.xlsx <span style='color:#111;'>11.55KB</span>","children":null,"spread":false},{"title":"VehiclesItaly.xlsx <span style='color:#111;'>10.26KB</span>","children":null,"spread":false},{"title":"AirfoilSelfNoise.csv <span style='color:#111;'>364.95KB</span>","children":null,"spread":false}],"spread":false},{"title":"demo_knn.cpp <span style='color:#111;'>2.14KB</span>","children":null,"spread":false}],"spread":false}],"spread":true}]

评论信息

免责申明

【好快吧下载】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【好快吧下载】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【好快吧下载】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,8686821#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明