清华大学:机器学习(余凯、张潼)
种子大小:4.33 GB
收录时间:2014-04-14
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文件列表:38File
- 10-optimization in machinelearning (tong).mp4281.58 MB
- 04-linear classification (kai).mp4255.5 MB
- 07-model combination (tong).mp4252.2 MB
- 13-introduction to graphicalmodels (kai).mp4249.06 MB
- 16-transfer learning and semisupervised lear....mp4248.63 MB
- 19-learning on the web (tong).mp4247.59 MB
- 03-overfitting and regularization(tong).mp4243.43 MB
- 01-Introduction.mp4239.28 MB
- 12-sparsity models (tong).mp4237.86 MB
- 05-basis expansion and kernelmethods (kai).mp4232.25 MB
- 09-overview of learning theory(tong).mp4227.57 MB
- 02-linear model (tong).mp4222.03 MB
- 15-feature learning and deeplearning (kai).mp4221.45 MB
- 18-learning on images (kai).mp4220.02 MB
- 14-structured learning (kai).mp4213.1 MB
- 08-boosting and bagging (tong).mp4209.73 MB
- 11-online learning (tong).mp4207.82 MB
- 17-matrix factorization andrecommendations (....mp4201.45 MB
- 06-model selection and evaluation(kai).mp4135.64 MB
- 课件lecture 18 learning on images (kai).pdf41.9 MB
- 课件lecture 01 Introduction to ML and review of linear algebra probability statistics (kai).pdf15.51 MB
- 课件lecture 15 feature learning and deep learning (kai).pdf11.18 MB
- 课件lecture 16 transfer learning and semi supervised learning (kai).pdf6.21 MB
- 课件lecture 17 matrix factorization and recommendations (kai).pdf3.64 MB
- 课件lecture 13 introduction to graphical models (kai).pdf2.17 MB
- 课件lecture 12 sparsity models (tong).pdf1.9 MB
- 课件lecture 05 basis expansion and kernel methods (kai)nonlinear_svm.pdf1.82 MB
- 课件lecture 04 linear classification (kai).pdf1.04 MB
- 课件lecture 14 structured learning (kai).pdf790.95 KB
- 课件lecture 06 model selection and evaluation (kai).pdf680.51 KB
- 课件lecture 02 linear model (tong).pdf457.35 KB
- 课件lecture 19 learning on the web (tong).pdf181.14 KB
- 课件lecture 09 overview of learning theory (tong).pdf164.63 KB
- 课件lecture 08 boosting and bagging (tong).pdf152.26 KB
- 课件lecture 07 model combination (tong).pdf147.69 KB
- 课件lecture 10 optimization in machine learning (tong).pdf139.65 KB
- 课件lecture 11 online learning (tong).pdf134.3 KB
- 课件lecture 03 overfitting and regularization (tong).pdf129.08 KB