Update admonitions

Author: wiseodd

.astro/content-modules.mjs

@@ -1,62 +1,62 @@
 
 export default new Map([
-["src/content/post/autoencoders.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fautoencoders.mdx&astroContentModuleFlag=true")],
-["src/content/post/annealed-importance-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fannealed-importance-sampling.mdx&astroContentModuleFlag=true")],
-["src/content/post/conditional-gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-gan-tensorflow.mdx&astroContentModuleFlag=true")],
 ["src/content/post/batchnorm.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbatchnorm.mdx&astroContentModuleFlag=true")],
+["src/content/post/annealed-importance-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fannealed-importance-sampling.mdx&astroContentModuleFlag=true")],
+["src/content/post/boundary-seeking-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fboundary-seeking-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/bayesian-regression.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbayesian-regression.mdx&astroContentModuleFlag=true")],
-["src/content/post/conditional-vae.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-vae.mdx&astroContentModuleFlag=true")],
+["src/content/post/chentsov-theorem.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fchentsov-theorem.mdx&astroContentModuleFlag=true")],
 ["src/content/post/contractive-autoencoder.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fcontractive-autoencoder.mdx&astroContentModuleFlag=true")],
+["src/content/post/conditional-vae.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-vae.mdx&astroContentModuleFlag=true")],
+["src/content/post/conditional-gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-gan-tensorflow.mdx&astroContentModuleFlag=true")],
+["src/content/post/autoencoders.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fautoencoders.mdx&astroContentModuleFlag=true")],
 ["src/content/post/brouwers-fixed-point.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbrouwers-fixed-point.mdx&astroContentModuleFlag=true")],
-["src/content/post/chentsov-theorem.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fchentsov-theorem.mdx&astroContentModuleFlag=true")],
-["src/content/post/boundary-seeking-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fboundary-seeking-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/conv-probit.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconv-probit.mdx&astroContentModuleFlag=true")],
 ["src/content/post/convnet-maxpool-layer.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconvnet-maxpool-layer.mdx&astroContentModuleFlag=true")],
+["src/content/post/convnet-conv-layer.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconvnet-conv-layer.mdx&astroContentModuleFlag=true")],
 ["src/content/post/coupled-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fcoupled-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/deploying-wagtail.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdeploying-wagtail.mdx&astroContentModuleFlag=true")],
-["src/content/post/convnet-conv-layer.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconvnet-conv-layer.mdx&astroContentModuleFlag=true")],
-["src/content/post/dropout.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdropout.mdx&astroContentModuleFlag=true")],
-["src/content/post/forward-reverse-kl.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fforward-reverse-kl.mdx&astroContentModuleFlag=true")],
 ["src/content/post/developing-wagtail.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdeveloping-wagtail.mdx&astroContentModuleFlag=true")],
-["src/content/post/gan-pytorch.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgan-pytorch.mdx&astroContentModuleFlag=true")],
+["src/content/post/dropout.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdropout.mdx&astroContentModuleFlag=true")],
 ["src/content/post/fisher-information.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ffisher-information.mdx&astroContentModuleFlag=true")],
-["src/content/post/gaussian-anomaly-detection.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgaussian-anomaly-detection.mdx&astroContentModuleFlag=true")],
+["src/content/post/gan-pytorch.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgan-pytorch.mdx&astroContentModuleFlag=true")],
+["src/content/post/forward-reverse-kl.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fforward-reverse-kl.mdx&astroContentModuleFlag=true")],
 ["src/content/post/gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgan-tensorflow.mdx&astroContentModuleFlag=true")],
+["src/content/post/gaussian-anomaly-detection.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgaussian-anomaly-detection.mdx&astroContentModuleFlag=true")],
 ["src/content/post/gibbs-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgibbs-sampling.mdx&astroContentModuleFlag=true")],
-["src/content/post/gleam-use.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgleam-use.mdx&astroContentModuleFlag=true")],
-["src/content/post/infogan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Finfogan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/hessian-curvatures.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fhessian-curvatures.mdx&astroContentModuleFlag=true")],
-["src/content/post/hessian-invariance.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fhessian-invariance.mdx&astroContentModuleFlag=true")],
 ["src/content/post/gleam-aoc-2024.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgleam-aoc-2024.mdx&astroContentModuleFlag=true")],
+["src/content/post/gleam-use.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgleam-use.mdx&astroContentModuleFlag=true")],
+["src/content/post/hessian-invariance.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fhessian-invariance.mdx&astroContentModuleFlag=true")],
+["src/content/post/infogan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Finfogan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/jekyll-fb-share.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fjekyll-fb-share.mdx&astroContentModuleFlag=true")],
 ["src/content/post/kl-mle.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fkl-mle.mdx&astroContentModuleFlag=true")],
 ["src/content/post/laplace.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flaplace.mdx&astroContentModuleFlag=true")],
-["src/content/post/least-squares-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fleast-squares-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/lda-gibbs.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flda-gibbs.mdx&astroContentModuleFlag=true")],
+["src/content/post/least-squares-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fleast-squares-gan.mdx&astroContentModuleFlag=true")],
+["src/content/post/levelset-method.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flevelset-method.mdx&astroContentModuleFlag=true")],
 ["src/content/post/levelset-segmentation.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flevelset-segmentation.mdx&astroContentModuleFlag=true")],
+["src/content/post/lstm-backprop.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flstm-backprop.mdx&astroContentModuleFlag=true")],
+["src/content/post/manifold-gaussians.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmanifold-gaussians.mdx&astroContentModuleFlag=true")],
 ["src/content/post/mayer-vietoris-sphere.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmayer-vietoris-sphere.mdx&astroContentModuleFlag=true")],
 ["src/content/post/metropolis-hastings.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmetropolis-hastings.mdx&astroContentModuleFlag=true")],
-["src/content/post/manifold-gaussians.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmanifold-gaussians.mdx&astroContentModuleFlag=true")],
-["src/content/post/levelset-method.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flevelset-method.mdx&astroContentModuleFlag=true")],
-["src/content/post/lstm-backprop.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flstm-backprop.mdx&astroContentModuleFlag=true")],
-["src/content/post/natural-gradient.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnatural-gradient.mdx&astroContentModuleFlag=true")],
-["src/content/post/nn-sgd.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnn-sgd.mdx&astroContentModuleFlag=true")],
 ["src/content/post/minkowski-dirichlet.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fminkowski-dirichlet.mdx&astroContentModuleFlag=true")],
 ["src/content/post/mle-vs-map.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmle-vs-map.mdx&astroContentModuleFlag=true")],
+["src/content/post/natural-gradient.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnatural-gradient.mdx&astroContentModuleFlag=true")],
 ["src/content/post/nn-optimization.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnn-optimization.mdx&astroContentModuleFlag=true")],
-["src/content/post/parallel-monte-carlo.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fparallel-monte-carlo.mdx&astroContentModuleFlag=true")],
+["src/content/post/nn-sgd.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnn-sgd.mdx&astroContentModuleFlag=true")],
 ["src/content/post/optimization-riemannian-manifolds.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Foptimization-riemannian-manifolds.mdx&astroContentModuleFlag=true")],
+["src/content/post/parallel-monte-carlo.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fparallel-monte-carlo.mdx&astroContentModuleFlag=true")],
 ["src/content/post/plotting.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fplotting.mdx&astroContentModuleFlag=true")],
 ["src/content/post/rejection-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Frejection-sampling.mdx&astroContentModuleFlag=true")],
 ["src/content/post/residual-net.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fresidual-net.mdx&astroContentModuleFlag=true")],
 ["src/content/post/scrapy-long-running.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fscrapy-long-running.mdx&astroContentModuleFlag=true")],
 ["src/content/post/slice-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fslice-sampling.mdx&astroContentModuleFlag=true")],
 ["src/content/post/theano-pde.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ftheano-pde.mdx&astroContentModuleFlag=true")],
 ["src/content/post/twitter-auth-flask.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ftwitter-auth-flask.mdx&astroContentModuleFlag=true")],
-["src/content/post/vae-pytorch.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvae-pytorch.mdx&astroContentModuleFlag=true")],
-["src/content/post/wagtail-dev-env.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwagtail-dev-env.mdx&astroContentModuleFlag=true")],
-["src/content/post/variational-autoencoder.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvariational-autoencoder.mdx&astroContentModuleFlag=true")],
 ["src/content/post/volume-form.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvolume-form.mdx&astroContentModuleFlag=true")],
+["src/content/post/variational-autoencoder.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvariational-autoencoder.mdx&astroContentModuleFlag=true")],
 ["src/content/post/wasserstein-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwasserstein-gan.mdx&astroContentModuleFlag=true")],
+["src/content/post/wagtail-dev-env.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwagtail-dev-env.mdx&astroContentModuleFlag=true")],
+["src/content/post/vae-pytorch.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvae-pytorch.mdx&astroContentModuleFlag=true")],
 ["src/content/post/writing-advice.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwriting-advice.mdx&astroContentModuleFlag=true")]]);
 

.astro/data-store.json

@@ -1,5 +1,5 @@
 {
 	"_variables": {
-		"lastUpdateCheck": 1768047525454
+		"lastUpdateCheck": 1769119049820
 	}
 }

.astro/settings.json

@@ -16,7 +16,7 @@ By following the tips below, and by write, write, and write.
   **DO NOT** use LLMs when writing. It should only be used to proofread, i.e., **after**
   you're done. Using an LLM to write or draft is akin to going to the gym and letting
   your personal trainer lift the weights for you. (True for general
-  learning/practicing.)
+  learning/exercises/practices.)
 </Admonition>
 
 - **DO:** Write before you even do any experiment.
@@ -43,9 +43,9 @@ By following the tips below, and by write, write, and write.
 ## LaTeX protips
 
 <Admonition kind='info'>
-  You can use the following editors: (1.) Local LaTeX with git for collab: Check LaTeX
-  workshop if you use VSCode, or VimTex if you use Neovim. (2.) Crixet:
-  [https://crixet.com](https://crixet.com/). (3.) Overleaf.
+  You can use the following editors: (i) Local LaTeX with git for collab: Check LaTeX
+  workshop if you use VSCode, or VimTex if you use Neovim. (ii)
+  [Crixet](https://crixet.com/). (ii) Overleaf.
 </Admonition>
 
 ### General