diff --git a/_quarto.yml b/_quarto.yml index 470a1a01..4c5a0825 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -12,28 +12,21 @@ project: - "assets/js/**" - "assets/files/*.csv" -format: fminxyz-html - -formats: +format: + fminxyz-html: default # pdf: - # toc: false - # geometry: - # - left=10mm - # - right=10mm - gfm: - toc: false - # beamer: - # pdf-engine: pdflatex - # aspectratio: 169 - # fontsize: 9pt - # section-titles: true - # incremental: true - # include-in-header: header.tex # Custom LaTeX commands and preamble + # pdf-engine: xelatex + # number-sections: true + # number-depth: 1 + # keep-tex: true + gfm: default format-links: - fminxyz-html - format: gfm text: Markdown + # - format: pdf + # text: PDF execute: freeze: auto diff --git a/assets/graphon.drawio b/assets/graphon.drawio index 657f32c9..602e1e6e 100644 --- a/assets/graphon.drawio +++ b/assets/graphon.drawio @@ -1,4 +1,4 @@ - + @@ -16146,4 +16146,130 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/visualizations/gd_lls.md b/docs/visualizations/gd_lls.md new file mode 100644 index 00000000..883f5076 --- /dev/null +++ b/docs/visualizations/gd_lls.md @@ -0,0 +1,12 @@ +--- +title: "Gradient descent for linear regression" +--- + +:::{.video} +gd_lls.mp4 +::: + +What could be simpler than that? However, I'm using this animation as an illustration for people unfamiliar with optimization algorithms how minimizing the loss function corresponds to training a machine learning model ( even though there are only two trainable parameters). + + +[\faPython\ Code](https://colab.research.google.com/github/MerkulovDaniil/optim/blob/master/assets/Notebooks/GD_2d_visualization.ipynb) diff --git a/docs/visualizations/gd_lls.mp4 b/docs/visualizations/gd_lls.mp4 new file mode 100644 index 00000000..9b11967f Binary files /dev/null and b/docs/visualizations/gd_lls.mp4 differ