与Anaconda相比，Pip有什么优势? [英] What is the advantage of Pip over Anaconda?

问题描述

所以，我看过 pip和conda有什么区别?.但是，所有的答案似乎都来自Anaconda的支持者.因此，这使我感到奇怪:为什么pip仍然是标准?为什么不是每个人都搬到蟒蛇?

So, I have seen What is the difference between pip and conda?. However, all of the answers there appear to be from Anaconda supporters. So, that made me wonder: why is pip still the standard? why hasn't everyone just moved to anaconda?

我了解到蟒蛇只能与自己的python一起使用，但这是唯一的缺点吗?

I understand that anaconda only works with its own python, but is that the only disadvantage?

推荐答案

基于我的有限经验，我猜想pip相对于conda的主要优势是能够安装conda或Anaconda无法提供的软件包. org.

Based on my limited experience, I would guess that the main advantage of pip over conda is the ability to still install packages that are not available from conda or Anaconda.org.

https://conda.io/docs/using/pkgs.html#install-non-conda-packages -表示基本相同.

我使用conda已有一段时间了，主要研究机器学习和相关主题. 99.99％的时间我是一个快乐的用户.但是，当面临诸如通过Mac支持GPU构建和安装tensorflow这样的挑战以支持他或她的特定/过时的GPU时，人们真的不能依靠conda.

I have been using conda for a while now, mostly studying Machine Learning and related subjects. I am a happy user 99.99% of the time. But when one faces challenges like building and installing tensorflow with GPU support for Mac that would support his or her rather specific/outdated GPU, one can't really rely on conda.

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