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The EM method for learning LDS in PRML is hardly working without a good initialization. The subspace method can be used for a good initialization. This method is not in PRML but BRML.
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I think you introduced a bug:
```r
p = ggplot(mtcars, aes_string(x = "wt", y = "mpg")) + geom_line() + geom_point()
ggMarginal(p)
# Error in `[.data.frame`(scatDF, , c("var", "fill", "colour", …
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The EM algorithm for fitting LDS described in the book PRML (ch13) is numerical (very) unstable, that the covariance matrices are often singular during iterations.
There is no easy way to fix this…
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To do: add Ilin and Raiko version of VBPCA (equations 49 and 50 in their paper), by copying and modifying mpcaNetR.cpp.
Harry - if there are things I can do to help with this (e.g. annotating the m…
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## 起因
统计学(尤其是概率论), 线性代数以及微积分基础
### 目标
数学分析+概率统计+算法+编程
1. 分析：
- 数学分析：
- :+1: 数学分析（北大张筑生版） 全面深入细致讲解了数学分析的方方面面，实数系构造这一块可以参考陶哲轩的实分析前面一两章；薄薄的一本书几乎涵盖了浅层学习所有的算法，并都从数学上给出了较为严谨的推倒，适…
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How do you actually get a result shown in gmm-best.png. I mean, among several algorithms, which one did you use to get the best result. By just running your codes (e.g. tf_gmm_diag.py, tf_gmm_full.py,…
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It leads to http://research.microsoft.com/en-us/um/people/cmbishop/prml/index.htm which redirects to https://www.microsoft.com/en-us/research/people/cmbishop/?from=http%3A%2F%2Fresearch.microsoft.com%…
dniku updated
6 years ago
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Preset patterns over 63 for Primary lights (PRML) do not work and error out,
Preset patterns not set to 0 on Secondary(SECL) and Warning lights (WRNL) do not work and error out.
Temporary fix is t…
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Could someone please explain it ?
Thank you @LantaoYu @sygi @jozef-mokry @wnzhang @andreasveit
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Hi,
I use virtualenv in my project and I set `ycmd-python-binary-path` to the python I wish to use in my project. Even that I found ycmd will not complete symbols that in classes I wrote. So I set `y…