Daesoo Lee's Blog

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In the variational auto encoder (VAE) (my blog posting link), a probability of observing $z$ given $x$ can be presented as follows using Bayes' theorm: $$ p(z | x) = \frac{ p(x|z) p(z) }{ p(x) } $$ where $p(z|x)$ is a posterior. However, this posterior is difficult to compute due to its marginal likelihood $p(x)$. $p(x)$ can be expanded as below using the law of total probability: $$ p(x) = \int..

High resolution Matplotlib Figure images for papers are required to have dpi of 300 (= high resolution). With matplotlib, you can save an image as follows: plt.savefig('Final_Plot.png', dpi=300, bbox_inches='tight') jpg vs. png Note that a .jpg file carries "dpi" information in the property, while a .png file does not show it in the property. But, a png file is much lighter. PowerPoint https://m..

https://www.cloudbees.com/blog/yaml-tutorial-everything-you-need-get-started YAML Tutorial: Everything You Need to Get Started in Minutes YAML Ain't Markup Language (YAML) has a risen in popularity over the past few years. Here's a YAML tutorial to get you started quickly. www.cloudbees.com