AI & Bigdata/Python

AI & Bigdata/Python

[Python] yml ํŒŒ์ผ ์ƒ์„ฑ ๋ฐ ๊ฐ€์ƒํ™˜๊ฒฝ ๋ณต์‚ฌ/์‚ญ์ œ/์ด๋™ ํ•˜๊ธฐ

๊ฐ€์ƒํ™˜๊ฒฝ ๋ช…์นญ์„ solearn์œผ๋กœ ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค ์„ค์น˜ํ•œ ํŒจํ‚ค์ง€ ํ™•์ธํ•˜๊ณ  ์‹ถ์„ ๋•Œ๋Š” yml ํŒŒ์ผ ์ƒ์„ฑํ•ด์„œ pip installํ•œ ๊ฒƒ์„ ํ™•์ธํ•  ๋•Œ ์ข‹๊ณ , ๊ธฐ์กด์˜ ๊ฐ€์ƒํ™˜๊ฒฝ ์„ค์ •์„ ๋™์ผํ•˜๊ฒŒ ๊ฐ€์ ธ๊ฐ€๊ณ  ์‹ถ์„ ๋•Œ๋Š” (๋™์ผํ•œ ํ”„๋กœ์ ํŠธ ์‹คํ–‰ํ•˜๋Š”๋ฐ ๋‹ค๋ฅธ ๊ฒฝ์šฐ ๋“ฑ) ๊ฐ€์ƒํ™˜๊ฒฝ์„ ๋ณต์‚ฌํ•˜๋Š” ๊ฒƒ์ด ๊ฐ€์žฅ ์‰ฝ๊ณ  ๋น ๋ฅด๊ฒŒ ํ•  ์ˆ˜ ์žˆ์Œ ๊ฐ€์ƒํ™˜๊ฒฝ ์กฐํšŒ : ๊ฐ€์ƒํ™˜๊ฒฝ ๋ฆฌ์ŠคํŠธ๊ฐ€ ๋‚˜์˜ค๊ณ  ํด๋” ๋ช… ์•ž์— * ๊ฐ€ ํ‘œ์‹œ๋˜๋Š” ๊ณณ์ด ํ˜„์žฌ ํŒŒ์ด์ฌ ํ™˜๊ฒฝ์„ ๋‚˜ํƒ€๋ƒ„ conda info --envs conda info -e ๊ฐ€์ƒํ™˜๊ฒฝ ์‹คํ–‰ cmd >> activate solearn ๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ : python 3.9๋ฒ„์ „/์•„๋‚˜์ฝ˜๋‹ค ํŒจํ‚ค์ง€๋ฅผ ๊ฐ™์ด ์„ค์น˜ conda create --name solearn python=ํŒŒ์ด์ฌ๋ฒ„์ „ [๊ฐ™์ด ์„ค์น˜ํ•  ํŒจํ‚ค์ง€๋ช…] conda create -..

AI & Bigdata/Python

[VScode] ๋ฆฌ๋ˆ…์ŠคLinux : User ์ƒ์„ฑ ๋ฐฉ๋ฒ•

https://jjeongil.tistory.com/1449user add ๋ช…๋ นuseradd [OPTIONS] USERNAME  Linux์—์„œ ์ƒˆ ์‚ฌ์šฉ์ž๋ฅผ ์ƒ์„ฑํ•˜๋Š” ๋ฐฉ๋ฒ•sudo useradd username  sudo passwd username

AI & Bigdata/Python

[Python] jupyter ์‚ฌ์šฉ Connecting to kernel ๋ฌธ์ œ

https://lemontia.tistory.com/841 [python3] jupyter ์‚ฌ์šฉ์‹œ Connecting to kernel ๋ฌธ์ œ jupyter์— ํŒŒ์ด์ฌ์„ ์‹คํ–‰ํ•ด๋ณด๋ฉด ์‹คํ–‰๋งŒ ํ•˜๊ณ ์žˆ๊ณ  ์‹ค์ œ ๊ฒฐ๊ณผ๋ฌผ์ด ๋‚˜์˜ค์ง€ ์•Š๋Š”๋‹ค ์‚ฌ์ง„์„ ๋ณด๋ฉด Connecting to kernel ์ด ๋œจ๊ณ , ์‹คํ–‰์„ ํ•˜๊ณ  ์žˆ๋Š” In[*] ์€ ๋๋‚˜์ง€ ์•Š์•˜๋‹ค. ์›นํŽ˜์ด์ง€๋ฅผ ๋ณด๋ฉด Connecting to kernel ์ด lemontia.tistory.com

AI & Bigdata/Python

[VScode] VScode ์ดˆ๊ธฐํ™”

๊ฐœ๋ฐœ ํ™˜๊ฒฝ์ด ๊ผฌ์—ฌ์„œ ๋‹ค์‹œ ์‹œ์ž‘..VScode ์ดˆ๊ธฐํ™”(์ฐธ๊ณ )https://velog.io/@leejuhwan/VSCODE-%EC%B4%88%EA%B8%B0%ED%99%94-%ED%9B%84-%EC%9E%AC%EC%84%A4%EC%B9%98-for-Windows  ๊ธฐ์กด ์„ธํŒ… ์ €์žฅ์„ค์น˜ 1. ๋‹ค์šด ๊ฒฝ๋กœhttps://code.visualstudio.com/ Visual Studio Code - Code Editing. RedefinedVisual Studio Code is a code editor redefined and optimized for building and debugging modern web and cloud applications.  Visual Studio Code is free and avai..

AI & Bigdata/Python

[Python] ์ฒ˜์Œ๋ถ€ํ„ฐ ์‹œ์ž‘ํ•˜๋Š” pytorch

GPU ์—ฐ์‚ฐ์„ ์ˆ˜ํ–‰ํ•ด์ค„ ์ˆ˜ ์žˆ๋„๋ก ํ•จCUDA:  NVIDIA๊ฐ€ GPU ์—ฐ์‚ฐ์„ ๊ฐ€๋Šฅํ•˜๊ฒŒ ๋งŒ๋“  API ๋ชจ๋ธcuDNN: CUDA๋ฅผ ์ด์šฉํ•œ GPU ๊ฐ€์† ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ํ”„๋ ˆ์ž„์›Œํฌํ…์„œํ”Œ๋กœ์šฐํŒŒ์ดํ† ์น˜: ์†๋„๋ฉด์—์„œ ์šฐ์ˆ˜์„ค์น˜์•„๋‚˜์ฝ˜๋‹ค(์•„๋‚˜์ฝ˜๋‹ค ์„ค์น˜=> ํŒŒ์ด์ฌ)bash Anaconda ..(๊ฐ€์ƒํ™˜๊ฒฝ ์ƒ์„ฑ)conda create ..์šฐ๋ถ„ํˆฌ ์„œ๋ฒ„๋ฅผ ๊ธฐ์ค€์œผ๋กœ ํŒŒ์ด์ฌ > CUDA > cuDNN > pytorch ํŒŒ์ดํ† ์น˜์—์„œ ๊ฒฝ์‚ฌํ•˜๊ฐ•๋ฒ•torch.tensor ์ธ์ˆ˜๋กœ data, dtype, device, requires_grad ๋“ฑ

AI & Bigdata/Python

[Python] profiling ์‚ฌ์šฉ/ ์—๋Ÿฌ ํ•ด๊ฒฐ

from pycaret.datasets import get_data dataset = get_data('juice') pr = dataset.profile_report() pr.to_file('/content/drive/MyDrive/แ„‚แ…ขแ„Œแ…กแ†จแ„‹แ…ฅแ†ธ/Kaggle/pr_report.html') pr AttributeError: 'DataFrame' object has no attribute 'profile_report'

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