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徐亦达机器学习课程

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2017-07-31 21:50:18
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https://www.youtube.com/channel/UConITmGn5PFr0hxTI2tWD4Q 适合与 PRML 9、10、11、13 章一起食用 已获徐亦达老师授权。
公开课
机器学习
Machine Learning
GrokCV 发消息
分享一下小伙伴们的学习内容
视频选集
（13/72）
01 - Expectation Maximisation (part 1)
08:32
02 - Expectation Maximisation (part 2)
18:45
03 - Expectation Maximisation (part 3)
20:53
04 - Expectation Maximisation (part 4)
18:57
05 - Expectation Maximisation (part 5)
11:21
06 - Expectation Maximisation (part 6)
14:11
07 - Expectation Maximisation (part 7)
21:29
08 - Expectation Maximisation (part 8) demo
02:28
09 - Hidden Markov Model (part 1)
18:00
10 - Hidden Markov Model (part 2)
18:32
11 - Hidden Markov Model (part 3)
11:32
12 - Hidden Markov Model (part 4)
19:41
13 - Hidden Markov Model (part 5)
18:47
14 - Hidden Markov Model (part 6)
07:24
15 - Markov Chain Monte Carlo (part 1)
11:26
16 - Markov Chain Monte Carlo (part 2)
15:41
17 - Markov Chain Monte Carlo (part 3)
10:39
18 - Markov Chain Monte Carlo (part 4)
21:07
19 - Markov Chain Monte Carlo (part 5)
11:55
20 - Markov Chain Monte Carlo (part 6)
14:38
21 - Markov Chain Monte Carlo (part 7)
20:50
22 - Markov Chain Monte Carlo (part 8) demo
03:19
23 - slice sampling (part 1)
14:50
24 - Slice Sampling (Part 2)
10:48
25 - Slice Sampling (Part 3)
08:31
26 - Slice Sampling (Part 4)_bilibili
15:13
27 - Variational Inference Basics (part 1)
15:46
28 - Variational Inference Basics (part 2)
13:52
29 - Variational Inference Basics (part 3)
18:43
30 - Variational Inference Basics (part 4)
08:53
31 - Variational Inference Basics (part 5)
18:21
32 - Variational Inference Basics (part 6)
12:33
33 - Variational Inference for LDA (part 1)
21:00
34 - Variational Inference for LDA (part 2)
15:12
35 - Variational Inference for LDA (part 3)
11:16
36 - Variational Inference for LDA (part 4)
19:34
37 - Variational Inference Exponential Family (part 1)
10:30
38 - Variational Inference Exponential Family (part 2)
11:20
39 - Variational Inference Exponential Family (part 3)
16:30
40 - Variational Inference Exponential Family (part 4)
08:54
41 - Variational Inference Exponential Family (part 5)
14:36
42 - Variational Inference Exponential Family (part 6)
17:55
43 - Variational Inference Exponential Family (part 7)
14:59
44 - Variational Inference Exponential Family (part 8)
14:28
45 - Variational Inference Exponential Family (part 9)
11:58
46 - Variational Inference Exponential Family (part 10)
11:51
47 - Variational Inference Exponential Family (part 11)
17:17
48 - Kalman Filter (part 1)
08:58
49 - Kalman Filter (part 2)
15:23
50 - Kalman Filter (part 3)
10:41
51 - Kalman Filter (part 4)
13:35
52 - Kalman Filter (part 5)
14:06
53 - Kalman Filter (part 6)
17:04
54 - Kalman Filter (part 7)
15:13
55 - Particle Filter (part 1)
12:42
56 - Particle Filter (part 2)
09:15
57 - Particle Filter (part 3)
14:31
58 - Particle Filter (part 4)
15:26
59 - Particle Filter (part 5)
16:05
60 - Particle Filter (part 6)
06:06
61 - Particle Filter (part 7)
11:36
62 - Particle Filter (part 8)
13:06
63 - Dirichlet Process (Part 1)
16:00
64 - Dirichlet Process (Part 2)
17:15
65 - Dirichlet Process (Part 3)
11:31
66 - Dirichlet Process (part 4)
14:40
67 - Dirichlet Process (part 5)
10:42
68 - Dirichlet Process (part 6)
08:02
69 - Dirichlet Process (part 7)
11:46
70 - Dirichlet Process (part 8)
12:31
71 - Dirichlet Process (part 9)
10:22
72 - Dirichlet Process demo
05:47

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4200 4

【新芽培育】ViT的 Jittor 框架复现
GrokCV
499 0

【文献梳理】稀疏表示优化求解：从凸优化到深度展开
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4225 3

【新芽播种】从架构到理论：事件相机目标检测与多模态融合
GrokCV
2039 1

【新芽培育】ATPrompt 在 Jittor 框架上的复现
GrokCV
686 0

【算法比赛】PRCV 2024 广域红外小目标检测挑战赛优胜方案
GrokCV
3536 0

【新芽播种】视觉主干网络前沿设计选讲
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1437 0

【文献分享】软阈值迭代算法 ISTA 简介
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3796 4

【新芽播种】多模态大模型的推理能力建构
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1099 0

SPP 新芽训练营 从零开始的本科生科研启蒙之旅
GrokCV
958 0

【新芽培育】DRPCA-Net：使用 Jittor 框架复现
GrokCV
228 0

【新芽播种】浅谈扩散模型基础框架以及等变扩散模型的应用
GrokCV
392 0

【新芽播种】基于预训练模型与提示调优的持续学习方法
GrokCV
536 0

【新芽播种】红外检测大模型：从自监督预训练到跨模态语义增强
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542 0

【工作分享】SCTransNet：面向红外弱小目标检测的空间 - 通道交叉 Transformer
GrokCV
5547 1

【工作分享】LSKNet：用于遥感任务的基础轻量级骨干网络
GrokCV
4060 1

【文献梳理】混合专家模型 MoE：从基础到前沿
GrokCV
4217 0

【新芽培育】OverLoCK 模型基于 Jittor 的复现
GrokCV
240 0

【文献梳理】可变形卷积：原理、演进及其在目标检测中的应用
GrokCV
8389 0

【新芽播种】从“人机判别”到“意图洞察”：低资源 AI 文本检测的破界之路
GrokCV
604 0
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