๐Ÿ’ป My Work/๐Ÿค” etc ...

[Linux] ์•„๋‚˜์ฝ˜๋‹ค ์„ค์น˜ ๋ฐฉ๋ฒ•, ๊ธฐ์ดˆ ์‚ฌ์šฉ๋ฒ•

Jaeseo Kim 2023. 1. 4. 20:06

๐Ÿ“ ์•„๋‚˜์ฝ˜๋‹ค(Anaconda)๋Š” ํŒŒ์ด์ฌ์„ ํฌํ•จํ•œ numpy, scipy, sklearn ๋“ฑ ๋จธ์‹ ๋Ÿฌ๋‹์ด๋‚˜ ๋ฐ์ดํ„ฐ ๊ณผํ•™์— ํ•„์š”ํ•œ ๋‹ค์–‘ํ•œ ํŒจํ‚ค์ง€๊ฐ€ ํฌํ•จ ๋˜์–ด์žˆ๋Š” ํŒŒ์ด์ฌ ๋ฐฐํฌํŒ์ž…๋‹ˆ๋‹ค.

 

pip๊ณผ ๋‹ค๋ฅด๊ฒŒ install ํ•  ์ˆ˜ ์žˆ๋Š” ํŒจํ‚ค์ง€๊ฐ€ ํ•œ์ •๋˜์–ด ์žˆ์ง€๋งŒ,

๊ทธ๋ƒฅ ํŒŒ์ด์ฌ์„ ์„ค์น˜ํ•˜๊ณ  ์ผ์ผ์ด ํŒจํ‚ค์ง€๋ฅผ ์„ค์น˜ํ•˜๋Š” ๊ฒƒ๋ณด๋‹ค ์˜์กด์„ฑ์ด๋‚˜ ์—ฌ๋Ÿฌ ๋ฌธ์ œ๋“ค ๋•Œ๋ฌธ์— ์•„๋‚˜์ฝ˜๋‹ค๋ฅผ ์‚ฌ์šฉํ•˜๋Š”๊ฒŒ ํŽธ๋ฆฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

 

์•„๋‚˜์ฝ˜๋‹ค ์„ค์น˜ํŒŒ์ผ ๋‹ค์šด ๋ฐ ์‹คํ–‰

์•„๋ž˜ ๋‘ ๋ฐฉ๋ฒ• ์ค‘ ๋ณธ์ธ์˜ ํ™˜๊ฒฝ์— ๋งž๊ฒŒ ์„ค์น˜ํŒŒ์ผ์„ ๋‹ค์šด๋ฐ›๊ณ  ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.

 

1. MacOS๋‚˜ Linux GUI ํ™˜๊ฒฝ์—์„œ๋Š” ์•„๋ž˜์—์„œ ์„ค์น˜ํŒŒ์ผ์„ ์ง์ ‘ ๋‹ค์šด๋กœ๋“œ ๋ฐ›์€ ํ›„ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.

 

Anaconda | Anaconda Distribution

Anaconda's open-source Distribution is the easiest way to perform Python/R data science and machine learning on a single machine.

www.anaconda.com

2. Linux ํ„ฐ๋ฏธ๋„์—์„œ๋Š” ์•„๋ž˜ ๋ช…๋ น์–ด๋ฅผ ์ž…๋ ฅํ•˜์—ฌ ์„ค์น˜ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œ ๋ฐ›์€ ํ›„ bash์‰˜๋กœ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.

$ wget https://repo.anaconda.com/archive/Anaconda3-2021.11-Linux-x86_64.sh
$ bash Anaconda3-2021.11-Linux-x86_64.sh

 

์„ค์น˜ ํ™•์ธํ•˜๊ธฐ

์•„๋ž˜ ๋ช…๋ น์–ด๋ฅผ ์ž…๋ ฅ ํ›„, ์ž˜ ์‹คํ–‰๋˜๋ฉด ์™„๋ฃŒ~~!

$ conda

 

์•„๋‚˜์ฝ˜๋‹ค ์‚ฌ์šฉ๋ฒ•

๊ฐ€์ƒํ™˜๊ฒฝ ํ™•์ธ

์•„๋‚˜์ฝ˜๋‹ค๋ฅผ ์„ค์น˜ํ•˜๋ฉด ๊ธฐ๋ณธ์ ์œผ๋กœ base๋ผ๋Š” ํ™˜๊ฒฝ์ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ํ™˜๊ฒฝ์—๋Š” ์ด๋ฏธ ๊ธฐ๋ณธ์ ์ธ ํŒจํ‚ค์ง€๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

 

์•„๋ž˜ ๋ช…๋ น์–ด๋ฅผ ์‹คํ–‰ํ•˜๋ฉด ํ˜„์žฌ ์ƒ์„ฑ๋˜์–ด ์žˆ๋Š” ๊ฐ€์ƒํ™˜๊ฒฝ์„ ๋ณผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

 

$ conda env list

๊ธฐ๋ณธ base๊ฐ€ ์žˆ๋„ค์š”~!

 

๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ

$ conda create -y -n ์ƒ์„ฑํ• ๊ฐ€์ƒํ™˜๊ฒฝ์ด๋ฆ„ python=์›ํ•˜๋Š”๋ฒ„์ „

ex) python 3.9๋ฒ„์ „์œผ๋กœ new_env๋ผ๋Š” ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ

โ–ถ๏ธ conda create -y -n new_env python=3.9

 

 

๊ฐ€์ƒํ™˜๊ฒฝ ํ™œ์„ฑํ™”

$ conda activate ํ™œ์„ฑํ™”ํ• ๊ฐ€์ƒํ™˜๊ฒฝ์ด๋ฆ„

ํ˜„์žฌ ํ™œ์„ฑํ™”๋œ ๊ฐ€์ƒํ™˜๊ฒฝ

ex) ํ˜„์žฌ (base)์—์„œ new_env ๊ฐ€์ƒํ™˜๊ฒฝ ํ™œ์„ฑํ™”

โ–ถ๏ธ (base) ~$ conda activate new_env

ํ˜„์žฌ (new_env)์—์„œ base ๊ฐ€์ƒํ™˜๊ฒฝ ํ™œ์„ฑํ™”

โ–ถ๏ธ (new_env) ~$ conda activate base

 

 

 

๐Ÿ๐Ÿ๐Ÿ