Tom Mitchell - Machine Learning

文件列表

• Course Project Guidelines.docx31.1 KB
• homework/homework4_code.zip62.2 KB
• additional notes/additional notes for ch8.pdf122.4 KB
• 19_SSL_EoML.pdf135.1 KB
• additional notes/additional notes for ch7.pdf151.0 KB
• additional notes/additional notes for ch5.pdf152.1 KB
• 19_colt98_final.ps158.1 KB
• additional notes/additional notes for ch2.pdf159.6 KB
• additional notes/additional notes for ch9.pdf162.9 KB
• homework/homework1.pdf165.4 KB
• homework/homework3.pdf166.3 KB
• recitation/r01_math_decision_trees.pdf166.4 KB
• 16_perceptron-notes.pdf169.5 KB
• homework/homework4.pdf172.4 KB
• 08_sc-2015.pdf176.8 KB
• homework/homework2.pdf178.3 KB
• homework/homework3_sol.pdf179.6 KB
• additional notes/additional notes for ch3.pdf180.7 KB
• 18_cs229-notes3.pdf188.8 KB
• 07_NBayesLogReg.pdf189.0 KB
• 15_schapire02boosting_schapire.pdf194.9 KB
• homework/homework1_sol.pdf205.5 KB
• homework/homework7.pdf208.4 KB
• homework/homework6.pdf208.5 KB
• 20_al-survey-enc-algos.pdf212.9 KB
• homework/homework5.pdf215.3 KB
• Combining Labeled and Unlabeled Data with Co-Trainingy.pdf217.2 KB
• 19_joachims_99c.pdf217.5 KB
• homework/homework7_sol.pdf230.6 KB
• homework/homework2_sol.pdf233.3 KB
• 26_privacy_4-22-2015.pdf237.0 KB
• additional notes/additional notes for ch6.pdf249.4 KB
• 20_twoface.pdf265.3 KB
• homework/homework6_sol.pdf273.6 KB
• 07_Joint_MLE_MAP.pdf299.2 KB
• 15_nips-tutorial.pdf345.3 KB
• homework/homework4_sol.pdf369.8 KB
• additional notes/additional notes for ch1.pdf373.2 KB
• additional notes/additional notes for ch4.pdf404.2 KB
• 21_cluster-chapter.pdf441.9 KB
• Lecture15FinalPart1.pdf478.7 KB
• 16_boosting-percepton-margins_03-18-2015.pdf523.0 KB
• 17_margins-kernels_03-23-2015.pdf544.5 KB
• 01.Course Introduction.pdf636.5 KB
• 10_Theory3_2-16-2015.pdf704.2 KB
• 09_Theory2_2-11-2015.pdf760.9 KB
• homework/hw3_code.tar807.5 KB
• 08_Theory_2-9-2015.pdf855.2 KB
• 25_rl_4-20-2015.pdf871.7 KB
• 13_PAC-learning2_3-1-2011-ann.pdf875.0 KB
• 15_PAC-learning2_3-1-2011-ann.pdf875.0 KB
• 18_svm-ssl_03-25-2015.pdf876.8 KB
• 15_boosting_3-16-2015.pdf882.2 KB
• 02.Decision Tree Learning.pdf900.4 KB
• 12_GrMod1_2-23-2015-ann.pdf1019.2 KB
• recitation/r04_regression.pptx1.1 MB
• 04_NBayes-1-26-2015-ann.pdf1.1 MB
• 22_pca-04-09-2015.pdf1.3 MB
• 11_GrMod1_2-18-2015-ann.pdf1.3 MB
• 20_al_4-1-2015.pdf1.4 MB
• 15_PAC-learning1-2-24-2011-ann.pdf1.4 MB
• 13_PAC-learning1-2-24-2011-ann.pdf1.4 MB
• 02_Overfitting_ProbReview-1-14-2015_ann.pdf1.5 MB
• 03_MLE_MAP_NBayes-1-21-2015_ann.pdf1.5 MB
• 21_clustering_4-6-2015.pdf1.5 MB
• 19_ssl_03-30-2015.pdf1.6 MB
• 07_GenDiscr2_2-4-2015-ann.pdf1.7 MB
• 25_NNets-701-3_24_2011_ann.pdf1.7 MB
• cotrain-tsvms-pca.pdf1.7 MB
• 20_settles.activelearning.pdf1.9 MB
• 05_GNB_1-28-2015-ann.pdf2.3 MB
• 13_GrMod3_2-25-2015-ann.pdf2.5 MB
• 14_GrMod4_3-4-2015-ann.pdf2.6 MB
• 13_pac learning 03_ann.pdf2.7 MB
• 15_PAC-learning1-10-11-2012_ANN.pdf2.7 MB
• 06_GenDiscr_LR_2-2-2015-ann.pdf3.1 MB
• 04_NBayes-1-26-2015.pptx.pdf3.7 MB
• 01_DTreesAndOverfitting-1-12-2015.pdf5.3 MB
• 23_nell_4-13-2015.pdf5.6 MB
• 26_deep_4-22-2015.pdf6.7 MB
• 24_nn_4-15-2015.pdf11.8 MB
• 26_deep_4-22-2015.mp4103.9 MB
• 13_pac learning 03.mp4121.5 MB
• 13_pac learning 02.mp4128.9 MB
• 13_pac learning 01.mp4150.1 MB
• 02_Overfitting_ProbReview.mp4188.5 MB
• 18_cs229-notes3.mp4189.3 MB
• 15_boosting_3-16-2015.mp4189.9 MB
• 16_boosting-percepton-margins_03-18-2015.mp4190.4 MB
• 12_GrMod1_2-23-2015-ann.mp4191.2 MB
• 22_pca-04-09-2015.mp4193.6 MB
• 09_Theory2_2-11-2015.mp4194.4 MB
• 08_Theory_2-9-2015.mp4194.6 MB
• 21_clustering_4-6-2015.mp4194.9 MB
• 11_GrMod1.mp4195.1 MB
• 07_GenDiscr2.mp4197.0 MB
• 19_ssl_03-30-2015.mp4197.6 MB
• 25_rl_4-20-2015.mp4200.3 MB
• 10_Theory3_2-16-2015.mp4201.1 MB
• 17_margins-kernels_03-23-2015.mp4201.7 MB
• 01.Course Introduction.mp4203.3 MB
• 20_al_4-1-2015.mp4203.9 MB
• 05_GNB_1.mp4205.6 MB
• 03_MLE_MAP_NBayes.mp4206.0 MB
• 13_GrMod3_2-25-2015-ann.mp4206.9 MB
• 04_NBayes.mp4207.2 MB
• 23_nell_4-13-2015.mp4210.6 MB
• 24_nn_4-15-2015.mp4210.8 MB
• 14_GrMod4_3-4-2015-ann.mp4212.1 MB
• 06_GenDiscr_LR_.mp4213.5 MB