Lu, Yukuan

• Machtelt Garrels. Chapter 3. The Bash environment. Bash Guide for Beginners.
• 蔡德明. 第十一章 认识与学习Bash. 鸟哥的Linux私房菜.

Zsh, On-my-zsh and their configs.

Note: This article will only focus on zsh itself. If you want to simply copy my computer configs (ALL OF THEM), you can refer to How to Set Up on A New Machine.

Sources:

• Github: Ignoring files

Sources:

1. GCloud
2. GCloud: Install GPU drivers

Note: I find Google Cloud too be over complicated and the billing is insane. So I do not recommend using it.

Sources:

• miniconda

Sources:

1. Pytorch GPU Setup Guide

For CUDA installation, see my How to Install and Setup CUDA post.

The concepts of datasets, samples, labels in Machine Learning.

Sources:

1. Mu Li et al. 1. Introduction. Dive into Deep Learning.

2. Cross-validation: evaluating estimator performance

Decorators are a significant part of Python. In simple words: they are functions which take other functions as inputs and output their modified versions.

Sources:

1. Python Tips: Decorators

Sources:

1. 廖雪峰的教程

Tutorial about using inversese proxy to connect a server in a private network which your machine don't have access to.