【Python进阶】Joblib—我愿称之为最简单好用的并行库

#Python加速;#Joblib;#并行计算

本视频中,我想为大家介绍Joblib,我认为这是Python中最简单好用的并行处理库。

1. 介绍一个简单的数组操作并行化的目标
2. 展示没有并行化的串行实现
3. 介绍Joblib并演示并行实现
4. 比较串行实现和Joblib并行实现的性能
5. 解释如何通过批处理进一步优化Joblib的性能

代码都在这啦：https://github.com/ben-xj/fluentPytho...
博客链接：https://ben-xj.github.io/2023/05/05/p...

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English summary:

#Python acceleration; #joblib; #parallel computing

In this video, I introduce joblib, which I think is the simplest and most user-friendly parallel processing library for Python.

1. Introduce the goal of parallelizing a simple array operation
2. Show serial implementation without parallelization
3. Introduce joblib and demo parallel implementation
4. Compare performance between serial and joblib parallel versions
5. Explain how to further optimize joblib performance with batching