Blog posts

2023

Tutorial: Build your first neural network from scratch

9 minute read

Published:

In this episode, we want to investigate a simple working neural network (NN) anatomically, without the use of any deep learning package. You might find it very interesting to design every single element that is essential to perform forward and backward propagation. Every piece of component can be put up together like playing a LEGO game!

2020

LaTeX on Github Pages+minimal mistakes+MathJax

3 minute read

Published:

To have $\LaTeX$ equations on this website, which is run on Github Pages using Jekyll and AcademicPages (a fork of Minimal Mistakes), I had to make a few guesses, so here are the secrets.