ØMagnet

林轩田-机器学习技法

Torrent Hash :
a52e1947c0b03db81a65691fd24f890aa5c0f1fc
Content Size :
1.65 GB
Date :
2019-06-24
Short Magnet :
Short Magnet
https://0mag.biz/!xRYOMV QR code
Files ( 81 )size
P53 13-4 Deep Learning -- Principal Component Analysis @ Machine Learning Techniques (機器學習技法).mp443.28 MB
P50 13-1 Deep Learning -- Deep Neural Network @ Machine Learning Techniques (機器學習技法).mp441.7 MB
P10 3-1 Kernel Support Vector Machine -- Kernel Trick @ Machine Learning Techniques (機器學習技法).mp439.24 MB
P46 12-1 Neural Network -- Motivation @ Machine Learning Techniques (機器學習技法).mp437.75 MB
P26 7-1 Blending and Bagging -- Motivation of Aggregation @ Machine Learning Techniques (機器學習技法).mp437.45 MB
P34 9-1 Decision Tree -- Decision Tree Hypothesis @ Machine Learning Techniques (機器學習技法).mp436.81 MB
P43 11-2 Gradient Boosted Decision Tree -- Optimization of AdaBoost @ Machine Learning Techniques (機器學習技法).mp436.11 MB
P3 1-3 Linear SVM -- Standard Large-Margin Problem @ Machine Learning Techniques (機器學習技法).mp436.02 MB
P6 2-1 Dual Support Vector Machine -- Motivation of Dual SVM @ Machine Learning Techniques (機器學習技法).mp434 MB
P40 10-3 Random Forest -- Feature Selection @ Machine Learning Techniques (機器學習技法).mp433.55 MB
P62 16-1 Finale -- Feature Exploitation Techniques @ Machine Learning Techniques (機器學習技法).mp433.13 MB
P27 7-2 Blending and Bagging -- Uniform Blending @ Machine Learning Techniques (機器學習技法).mp432.98 MB
P7 2-2 Dual Support Vector Machine -- Largange Dual SVM @ Machine Learning Techniques (機器學習技法).mp431.95 MB
P49 12-4 Neural Network -- Optimization and Regularization @ Machine Learning Techniques (機器學習技法).mp431.44 MB
P23 6-2 Support Vector Regression -- Support Vector Regression Primal @ Machine Learning Techniques (機器學習技法).mp431.33 MB
P48 12-3 Neural Network -- Neural Network Learning @ Machine Learning Techniques (機器學習技法).mp430.78 MB
P22 6-1 Support Vector Regression -- Kernel Ridge Regression @ Machine Learning Techniques (機器學習技法).mp430.28 MB
P58 15-1 Matrix Factorization -- Linear Network Hypothesis @ Machine Learning Techniques (機器學習技法).mp429.65 MB
P28 7-3 Blending and Bagging -- Linear and Any Blending @ Machine Learning Techniques (機器學習技法).mp429.43 MB
P42 11-1 Gradient Boosted Decision Tree -- AdaBoost Decision Tree @ Machine Learning Techniques (機器學習技法).mp429.3 MB
P14 4-1 Soft-Margin Support Vector Machine -- Motivation and Primal @ Machine Learning Techniques (機器學習技法).mp429.2 MB
P21 5-4 Kernel Logistic Regression -- Kernel Logistic Regression @ Machine Learning Techniques (機器學習技法).mp428.69 MB
P55 14-2 Radial Basis Function Network -- RBF Network Learning @ Machine Learning Techniques (機器學習技法).mp428.58 MB
P45 11-4 Gradient Boosted Decision Tree -- Summary of Aggregation @ Machine Learning Techniques (機器學習技法).mp428.48 MB
P59 15-2 Matrix Factorization -- Basic Matrix Factorization @ Machine Learning Techniques (機器學習技法).mp426.82 MB
P51 13-2 Deep Learning --Autoencoder @ Machine Learning Techniques (機器學習技法).mp426.8 MB
P38 10-1 Random Forest -- Random Forest Algorithm @ Machine Learning Techniques (機器學習技法).mp426.53 MB
P41 10-4 Random Forest -- Random Forest in Action @ Machine Learning Techniques (機器學習技法).mp426.42 MB
P36 9-3 Decision Tree -- Decision Tree Heuristics in C&RT @ Machine Learning Techniques (機器學習技法).mp426.24 MB
P47 12-2 Neural Network -- Neural Network Hypothesis @ Machine Learning Techniques (機器學習技法).mp426.22 MB
P18 5-1 Kernel Logistic Regression -- Soft-Margin SVM as Regularized @ Machine Learning Techniques (機器學習技法).mp425.68 MB
P35 9-2 Decision Tree -- Decision Tree Algorithm @ Machine Learning Techniques (機器學習技法).mp425.64 MB
P56 14-3 Radial Basis Function Network -- k-Means Algorithm @ Machine Learning Techniques (機器學習技法).mp425.36 MB
P29 7-4 Blending and Bagging -- Bagging (Bootstrap Aggregation) @ Machine Learning Techniques (機器學習技法).mp424.57 MB
P8 2-3 Dual Support Vector Machine -- Solving Dual SVM @ Machine Learning Techniques (機器學習技法).mp424.54 MB
P9 2-4 Dual Support Vector Machine -- Messages behind Dual SVM @ Machine Learning Techniques (機器學習技法).mp424.4 MB
P44 11-3 Gradient Boosted Decision Tree -- Gradient Boosting @ Machine Learning Techniques (機器學習技法).mp424.24 MB
P65 16-4 Finale -- Machine Learning in Practice @ Machine Learning Techniques (機器學習技法).mp424.02 MB
P30 8-1 Adaptive Boosting -- Motivation of Boosting @ Machine Learning Techniques (機器學習技法).mp423.82 MB
P12 3-3 Kernel Support Vector Machine -- Gaussian Kernel @ Machine Learning Techniques (機器學習技法).mp423.74 MB
P31 8-2 Adaptive Boosting -- Diversity by Re-weighting @ Machine Learning Techniques (機器學習技法).mp423.73 MB
P2 1-2 Linear SVM -- Large-Margin Separating Hyperplane @ Machine Learning Techniques (機器學習技法).mp423.35 MB
P16 4-3 Soft-Margin Support Vector Machine -- Messages @ Machine Learning Techniques (機器學習技法).mp423.34 MB
P13 3-4 Kernel Support Vector Machine -- Comparison of Kernels @ Machine Learning Techniques (機器學習技法).mp423.24 MB
P4 1-4 Linear SVM -- Support Vector Machine @ Machine Learning Techniques (機器學習技法).mp422.38 MB
P11 3-2 Kernel Support Vector Machine -- Polynomial Kernel @ Machine Learning Techniques (機器學習技法).mp421.31 MB
P39 10-2 Random Forest -- Out-of-bag Estimate @ Machine Learning Techniques (機器學習技法).mp420.49 MB
P17 4-4 Soft-Margin Support Vector Machine -- Model Selection @ Machine Learning Techniques (機器學習技法).mp420.31 MB
P33 8-4 Adaptive Boosting -- Adaptive Boosting in Action @ Machine Learning Techniques (機器學習技法).mp419.82 MB
P24 6-3 Support Vector Regression -- Support Vector Regression Dual @ Machine Learning Techniques (機器學習技法).mp419.74 MB

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