Work in Progress. I'm currently actively working on the site and its projects. Expect
some unfinished content, bugs, and visual issues. Most stuff should be sorted out
shortly though.
About This Site
Welcome to my
💕
Visitors may pet the cat (?
pets so far).
Featured Projects
\[ \begin{array}{c} \displaystyle (x,t) \overset{iid}{\sim} P_{data}\
unkn.\\[5px] \displaystyle \min_\vartheta\ \mathbb{E}\Big[
\mathcal{L}(f(x;\vartheta),\, t) \Big] \end{array} \]
MATH, JS, PY
Neural Networks From Scratch
A rigorous and from zero derivation of neural networks. Includes a
trained on handwritten digits!
➣ keywords: activation function, n-layer perceptron, forward-pass
equation, loss function, training problem, stochastic gradient
descent, backpropagation, learning rate, AdamW optimizer, parameter
regulation
for qty in item["qtys"]
.split(self._seperator):
sub_item = {
"name": item["name"],
"qtys": qty
}
self._add_item(sub_item)
Shopping List Automation Printer
A QR-Code based system designed to automate my weekly grocery shopping. Allows to simply scan desired recipes and automatically print out sorted shopping list.
➣ keywords: OpenCV, ESC/POS, Raspberry Pi, 3D-printing, linux