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www.ethanepperly.com
| | blog.georgeshakan.com
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| | In this post, I talk about the mathematical foundations of PCA
| | hadrienj.github.io
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| | I'd like to introduce a series of blog posts and their corresponding Python Notebooks gathering notes on the Deep Learning Book from Ian Goodfellow, Yoshua B...
| | nhigham.com
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| | A norm on $latex \mathbb{C}^{m \times n}$ is unitarily invariant if $LATEX \|UAV\| = \|A\|$ for all unitary $latex U\in\mathbb{C}^{m \times m}$ and $latex V\in\mathbb{C}^{n\times n}$ and for all $latex A\in\mathbb{C}^{m \times n}$. One can restrict the definition to real matrices, though the term unitarily invariant is still typically used. Two widely used matrix norms...
| | blog.evjang.com
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| This is a tutorial on common practices in training generative models that optimize likelihood directly, such as autoregressive models and ...