statistical_machine_learning_cmu_spring2016
statistical_machine_learning_cmu_spring2016 metadata, size 26883.91 MB, 39 files, category video, indexed at 2026-08-01.
资源标识
Infohash07f1555918ed051809f0075fedc0cd469a194c93
总大小26.3 GB
格式mp4
分类视频
文件数39
发掘时间（北京时间）2026-08-01 21:14:44
最后活跃（北京时间）2026-08-01 21:14:44
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完整磁力链接
magnet:?xt=urn:btih:07f1555918ed051809f0075fedc0cd469a194c93&dn=statistical_machine_learning_cmu_spring2016
迅雷地址
thunder://QUFtYWduZXQ6P3h0PXVybjpidGloOjA3ZjE1NTU5MThlZDA1MTgwOWYwMDc1ZmVkYzBjZDQ2OWExOTRjOTMmZG49c3RhdGlzdGljYWxfbWFjaGluZV9sZWFybmluZ19jbXVfc3ByaW5nMjAxNlpa
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文件列表
| 文件名 | 格式 | 大小 |
|---|---|---|
| clustering.pdf | 15.9 MB | |
| Concentration-of-Measure.pdf | 275.6 KB | |
| densityestimation.pdf | 1.4 MB | |
| dimension_reduction.pdf | 9.8 MB | |
| functionspaces.pdf | 219.3 KB | |
| GraphicalModels.pdf | 1.9 MB | |
| Lecture 01 - Review-zcMnu-3wkWo.mp4 | mp4 | 221.3 MB |
| Lecture 02 - Function Spaces-M6628Cm12YQ.mp4 | mp4 | 283.4 MB |
| Lecture 03 - Concentration of Measure-WalRR9lcZcc.mp4 | mp4 | 575.1 MB |
| Lecture 04 - Concentration of Measure-wbyKfeQMrTc.mp4 | mp4 | 1.4 GB |
| Lecture 05 - Linear Regression-eltYWhGh9wY.mp4 | mp4 | 1.4 GB |
| Lecture 06 - Nonparametric Regression-e9mN6UH5QIQ.mp4 | mp4 | 1.5 GB |
| Lecture 07 - Nonparametric Regression-XB6uu-sHUMM.mp4 | mp4 | 671.1 MB |
| Lecture 08 - Trend filtering-IXvTUiYB1Ec.mp4 | mp4 | 1.5 GB |
| Lecture 09 - Linear Classification-aB3P4yGvEOE.mp4 | mp4 | 1.5 GB |
| Lecture 10 - Nonparametric Classification-3we__CnE-xQ.mp4 | mp4 | 1.2 GB |
| Lecture 11 - Minimax Theory-25mNchtk9eE.mp4 | mp4 | 1.5 GB |
| Lecture 12 - Minimax Theory-UdoS-K2puu4.mp4 | mp4 | 1.4 GB |
| Lecture 13 - Nonparametric Bayes--8kShV_24tM.mp4 | mp4 | 1.1 GB |
| Lecture 14 - Boosting-cWpYY2yqYmU.mp4 | mp4 | 1.5 GB |
| Lecture 15 - Clustering-SRk90fwsZGQ.mp4 | mp4 | 741.4 MB |
| Lecture 16 - Clustering-JhR6KdqQAxs.mp4 | mp4 | 742.9 MB |
| Lecture 17 - Clustering-D4kJkL3fyAg.mp4 | mp4 | 1.5 GB |
| Lecture 18 - Graphical Models-9z0gebvwb3k.mp4 | mp4 | 661.6 MB |
| Lecture 19 - Graphical Models-OcFMSWQstsE.mp4 | mp4 | 1.5 GB |
| Lecture 20 - Graphical Models-xNh1s6nql30.mp4 | mp4 | 815.9 MB |
| Lecture 21 - Graphical Models-z4q8DMB6cXk.mp4 | mp4 | 1.5 GB |
| Lecture 22 - Dimension Reduction-xtgayLRW5RM.mp4 | mp4 | 1.8 GB |
| Lecture 23 - Dimension Reduction & Random Matrix Theory-3qRVzS-7MOs.mp4 | mp4 | 812.6 MB |
| Lecture 24 - Random Matrix Theory & Differential Privacy-ymqZMAvaVpw.mp4 | mp4 | 656.1 MB |
| linearclassification.pdf | 2.3 MB | |
| LinearRegression.pdf | 253.4 KB | |
| minimax.pdf | 344.8 KB | |
| nonparbayes.pdf | 306.2 KB | |
| nonparclass.pdf | 318.3 KB | |
| NonparRegression.pdf | 635.7 KB | |
| random_matrix_theory.pdf | 186.4 KB | |
| Review.pdf | 151.2 KB | |
| syllabus.pdf | 115.9 KB |
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