Tips for Training Neural Networks

Recently, I have read a blog about training neural networks (simplified as NN in the rest part of this post) and it is really amazing. I am going to add my own experience in this post along with summarizing that blog’s interesting part. Nowadays, it seems like that training NN is extremely easy for there are plenty of free frameworks which are simple to use (e.g. PyTorch, Numpy, Tensorflow). Well,...

July 30, 2022 · 1798 words

Quotes of Mathematicians

Life is complex, and it has both real and imaginary parts. — Someone Basically, I’m not interested in doing research and I never have been… I’m interested in understanding, which is quite a different thing. And often to understand something you have to work it out yourself because no one else has done it. — David Blackwell To not know maths is...

July 23, 2022 · 723 words

新的主题

该网站所用所有源码均在此仓库,欢迎使用: MyPaperMod This is the demo of my improved PaperMod theme. You can visit the introduction: https://yunpengtai.top/posts/hello-world/ HTML 这是基于 Hugo 系列主题第一篇文章,因为之前是在 Jekyll 上进行渲染,故而 Hello World 也...

June 19, 2022 · Updated: November 20, 2024 · 2011 words