普渡大学最新《机器学习》课程_1606456163591.zip

[{"title":"（ 44 个子文件 48.09MB ） 普渡大学最新《机器学习》课程_1606456163591.zip","children":[{"title":"Lecture32_validation.pdf <span style='color:#111;'> 672.72KB </span>","children":null,"spread":false},{"title":"Lecture10_evaluation.pdf <span style='color:#111;'> 938.35KB </span>","children":null,"spread":false},{"title":"Lecture30_overfit.pdf <span style='color:#111;'> 757.04KB </span>","children":null,"spread":false},{"title":"Lecture22_feasible.pdf <span style='color:#111;'> 669.98KB </span>","children":null,"spread":false},{"title":"chapter1.pdf <span style='color:#111;'> 951.40KB </span>","children":null,"spread":false},{"title":"chapter4.pdf <span style='color:#111;'> 624.46KB </span>","children":null,"spread":false},{"title":"Lecture35_max.pdf <span style='color:#111;'> 1.43MB </span>","children":null,"spread":false},{"title":"Lecture08_conv.pdf <span style='color:#111;'> 4.55MB </span>","children":null,"spread":false},{"title":"midterm_practice_2.pdf <span style='color:#111;'> 2.07MB </span>","children":null,"spread":false},{"title":"Lecture05_descent.pdf <span style='color:#111;'> 988.47KB </span>","children":null,"spread":false},{"title":"Lecture16_perceptron1.pdf <span style='color:#111;'> 1.04MB </span>","children":null,"spread":false},{"title":"Lecture14_logistic.pdf <span style='color:#111;'> 864.89KB </span>","children":null,"spread":false},{"title":"Lecture03_kernel.pdf <span style='color:#111;'> 1.23MB </span>","children":null,"spread":false},{"title":"Lecture24_pac.pdf <span style='color:#111;'> 588.25KB </span>","children":null,"spread":false},{"title":"Lecture15_logistic2.pdf <span style='color:#111;'> 962.38KB </span>","children":null,"spread":false},{"title":"Lecture07_pca.pdf <span style='color:#111;'> 1.91MB </span>","children":null,"spread":false},{"title":"Lecture33_attack_overview.pdf <span style='color:#111;'> 5.18MB </span>","children":null,"spread":false},{"title":"Lecture09_bayesian.pdf <span style='color:#111;'> 747.59KB </span>","children":null,"spread":false},{"title":"Lecture12_prior.pdf <span style='color:#111;'> 770.99KB </span>","children":null,"spread":false},{"title":"Lecture01_linear.pdf <span style='color:#111;'> 798.76KB </span>","children":null,"spread":false},{"title":"chapter3.pdf <span style='color:#111;'> 993.61KB </span>","children":null,"spread":false},{"title":"Lecture29_bias.pdf <span style='color:#111;'> 613.32KB </span>","children":null,"spread":false},{"title":"Lecture31_regularization.pdf <span style='color:#111;'> 521.17KB </span>","children":null,"spread":false},{"title":"Lecture38_conclusion.pdf <span style='color:#111;'> 908.74KB </span>","children":null,"spread":false},{"title":"Lecture20_SVM2.pdf <span style='color:#111;'> 422.87KB </span>","children":null,"spread":false},{"title":"midterm_practice_1.pdf <span style='color:#111;'> 1.93MB </span>","children":null,"spread":false},{"title":"Lecture18_MLP.pdf <span style='color:#111;'> 3.02MB </span>","children":null,"spread":false},{"title":"Lecture11_mle.pdf <span style='color:#111;'> 938.52KB </span>","children":null,"spread":false},{"title":"Lecture21_SVM3.pdf <span style='color:#111;'> 511.73KB </span>","children":null,"spread":false},{"title":"Lecture04_optima.pdf <span style='color:#111;'> 1.91MB </span>","children":null,"spread":false},{"title":"Lecture37_tradeoff.pdf <span style='color:#111;'> 465.23KB </span>","children":null,"spread":false},{"title":"chapter2.pdf <span style='color:#111;'> 1.80MB </span>","children":null,"spread":false},{"title":"Lecture26_growth.pdf <span style='color:#111;'> 454.83KB </span>","children":null,"spread":false},{"title":"Lecture17_perceptron2.pdf <span style='color:#111;'> 916.05KB </span>","children":null,"spread":false},{"title":"Lecture27_vc.pdf <span style='color:#111;'> 416.69KB </span>","children":null,"spread":false},{"title":"Lecture25_generalization.pdf <span style='color:#111;'> 352.69KB </span>","children":null,"spread":false},{"title":"Lecture02_regularization.pdf <span style='color:#111;'> 2.68MB </span>","children":null,"spread":false},{"title":"Lecture34_min.pdf <span style='color:#111;'> 409.63KB </span>","children":null,"spread":false},{"title":"Lecture06_separable.pdf <span style='color:#111;'> 892.12KB </span>","children":null,"spread":false},{"title":"Lecture36_defense.pdf <span style='color:#111;'> 2.31MB </span>","children":null,"spread":false},{"title":"Lecture23_inequality.pdf <span style='color:#111;'> 351.12KB </span>","children":null,"spread":false},{"title":"Lecture28_complexity.pdf <span style='color:#111;'> 364.96KB </span>","children":null,"spread":false},{"title":"Lecture13_connection.pdf <span style='color:#111;'> 717.21KB </span>","children":null,"spread":false},{"title":"Lecture19_SVM1.pdf <span style='color:#111;'> 567.22KB </span>","children":null,"spread":false}],"spread":true}]