《机器学习》课件、数据和源代码

[{"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}]