How to train an image classification model using fastai?

Can you believe it? On the very first class of fast.ai course: Practical Deep Learning for Coders 2022, I trained an image classification using fastai to tell apples from peaches. (you may click Kaggle link to have a look). Amazing! You may wonder: can I make it too? Yes, of course. Then how to do it? Let’s dive into it. ...

2023-12-26 · 4 min · Julie

How to add a Mailto link on each page in Hugo?

On this website, I put my email link at the end of each post in place of the comment system. This was inspired by Eli Bendersky’s website. How to make it? ...

2023-12-05 · 2 min · Julie

Switching from Hexo to Hugo

Several months ago I switched this site from Hexo-building to Hugo-building. Some readers asked me why the move and how to do it, so here I’d like to share my experience with you. ...

2023-04-25 · 4 min · Julie

Hugo: How to add a table of contents (TOC) to your post?

Maybe you want to add a Table of Contents ( TOC ) to the articles on your Hugo site but don’t know how to do it, or maybe you want to insert a TOC somewhere in the middle of your post. This is the tutorial for you. ...

2023-04-21 · 3 min · Julie

How to build a personal website using GitHub pages and Hugo?

A personal website is a good place to display your work, either your projects or your technical notes. Then how to build one? In this article I’ll introduce the simplest way to build a site. ...

2023-04-13 · 9 min · Julie

How to write a popular article?

Whenever you write something, an article, a blog post or a paper, you may have a question: “how to write it so that my readers will like it”? In his lecture “Writing Beyond the Academy”, Professor Larry McEnerney from The University of Chicago gave his advice. ...

2023-02-01 · 4 min · Julie