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Computer Science 92

[xcode] Info.plist ํŒŒ์ผ์˜ ์ •์ฒด ์•Œ์•„๋ณด๊ธฐ

Info.plistํŒŒ์ผ์€ ๋ฌด์—‡์ธ๊ฐ€ - information Property List ํŒŒ์ผ - ์‹คํ–‰ ํŒจํ‚ค์ง€์— ๊ด€ํ•œ ํ•„์ˆ˜ ์„ค์ • ์ •๋ณด๊ฐ€ ํฌํ•จ๋œ ๊ตฌ์กฐํ™”๋œ ํ…์ŠคํŠธ ํŒŒ์ผ - ์ผ๋ฐ˜์ ์œผ๋กœ XML ํฌ๋งท ์‚ฌ์šฉ - key, value๋กœ ๊ตฌ์„ฑ๋œ dictionary ํ˜•ํƒœ์ด๋ฉฐ, ์ด ํ‚ค๊ฐ’์„ ์ด์šฉํ•˜์—ฌ ์•ฑ์˜ ์„ค์ •์„ ๊ฐ€์ ธ์˜ด - ํ”„๋กœ์ ํŠธ๋ฅผ ์ƒ์„ฑํ•˜๋ฉด ์ž๋™์œผ๋กœ ์ƒ์„ฑ๋จ Key ์„ค๋ช… Localization native development region ๊ฐœ๋ฐœ ์ง€์—ญ, ์–ธ์–ด Executable file ์‹คํ–‰ ํŒŒ์ผ ์ด๋ฆ„ Bundle identifier ๋ฒˆ๋“ค์„ ์‹๋ณ„ํ•˜๋Š” ๊ฐ’ InfoDictionary version Info.plist์˜ ๋ฒ„์ „ Bundle name 16๊ธ€์ž ๋ฏธ๋งŒ์˜ ๋ฒˆ๋“ค ์ด๋ฆ„(์•ฑ ์ด๋ฆ„) Bundle OS Type code ๋ฒˆ๋“ค OS ์ข…๋ฅ˜ ์ฝ”๋“œ..

[pip install ์—๋Ÿฌ] (ํ•ด๊ฒฐ๋ฒ• ํฌํ•จ) ERROR: Could not install packages due to an OSError: HTTPSConnectionPool(host='files.pythonhosted.org', port=443): Max retries exceeded with url:

pip install jupyter ๋กœ ์ฅฌํ”ผํ„ฐ ๋…ธํŠธ๋ถ ์„ค์น˜ํ•˜๋ คํ•˜๋Š”๋ฐ ๊ณ„์™ ๋‹ค์Œ๊ณผ ๊ฐ™์€ ์—๋Ÿฌ๊ฐ€ ๋–ณ๋‹ค ERROR: Could not install packages due to an OSError: HTTPSConnectionPool(host='files.pythonhosted.org', port=443): Max retries exceeded with url: ํ•ด๊ฒฐ๋ฐฉ๋ฒ•์€ ๋‹ค์Œ๊ณผ ๊ฐ™๋‹ค pip install --trusted-host pypi.python.org --trusted-host pypi.org --trusted-host files.pythonhosted.orgjupyter ์œˆ๋„์šฐ์—์„œ jupyter notebook ์„ค์น˜ ์„ฑ๊ณต!!!

[Pod error] sudo gem install cocoapods ์‹คํ–‰ ์‹œ ์—๋Ÿฌ (ํ•ด๊ฒฐ๋ฒ• ํฌํ•จ)

sudo gem install cocoapods ์‹คํ–‰ ์‹œ ์—๋Ÿฌ ERROR: Error installing cocoapods: ERROR: Failed to build gem native extensions sudo gem install cocoapods ์‹œ ERROR log sudo gem install cocoapods Building native extensions. This could take a while... ERROR: Error installing cocoapods: ERROR: Failed to build gem native extension. current directory: /Library/Ruby/Gems/2.6.0/gems/ffi-1.15.5/ext/ffi_c /System/Libr..

[Machine Learning] Logistic Regression ์˜ˆ์‹œ๋ฅผ ํ†ตํ•ด ๋‹ค์ค‘์„ ํ˜•ํšŒ๊ท€ ์ดํ•ดํ•˜๊ธฐ

Logistic Regression ๋ฒ”์ฃผํ˜• ๋ณ€์ˆ˜ ์˜ˆ์ธก ๋ชจ๋ธ Logistic Regression์„ ์•Œ๊ธฐ์ „์— linear regression์„ ๋จผ์ € ์•Œ์•„์•ผ. Multiple Linear Regression (๋‹ค์ค‘์„ ํ˜•ํšŒ๊ท€) ์ˆ˜์น˜ํ˜• ์„ค๋ช…๋ณ€์ˆ˜ X์™€ ์—ฐ์†ํ˜• ์ˆซ์ž๋กœ ์ด๋ค„์ง„ ์ข…์†๋ณ€์ˆ˜ Y๊ฐ„์˜ ๊ด€๊ณ„๋ฅผ ์„ ํ˜•์œผ๋กœ ๊ฐ€์ •ํ•˜๊ณ  ์ด๋ฅผ ๊ฐ€์žฅ ์ž˜ ํ‘œํ˜„ํ•  ์ˆ˜ ์žˆ๋Š” ํšŒ๊ท€๊ณ„์ˆ˜๋ฅผ ๋ฐ์ดํ„ฐ๋กœ๋ถ€ํ„ฐ ์ถ”์ •ํ•˜๋Š” ๋ชจ๋ธ ์ด๋•Œ ํšŒ๊ท€๊ณ„์ˆ˜๋Š” ๋ชจ๋ธ์˜ ์˜ˆ์ธก๊ฐ’๊ณผ ์‹ค์ œ๊ฐ’์˜ ์ฐจ์ด(์˜ค์ฐจ์ œ๊ณฑํ•ฉ error sum of squared)์„ ์ตœ์†Œ๋กœ ํ•˜๋Š” ๊ฐ’ ์„ค๋ช…๋ณ€์ˆ˜๊ฐ€ p๊ฐœ์ธ ๋‹ค์ค‘์„ ํ˜•ํšŒ๊ท€์˜ ์ผ๋ฐ˜ ์‹ ์˜ˆ์‹œ - 1 ๋‚˜์ด์™€ ํ˜ˆ์•• ๋ฐ์ดํ„ฐ๊ฐ€ ์ฃผ์–ด์กŒ์„ ๋•Œ, ์˜ค์ฐจ์ œ๊ณฑํ•ฉ์„ ์ตœ์†Œ๋กœ ํ•˜๋Š” ํšŒ๊ท€๊ณ„์ˆ˜ ๊ตฌํ•˜๊ธฐ ์„ค๋ช…๋ณ€์ˆ˜ X : ๋‚˜์ด ์ข…์†๋ณ€์ˆ˜ Y : ํ˜ˆ์•• ์•ž์„œ ์ข…์†๋ณ€์ˆ˜ Y๋Š” ‘ํ˜ˆ์••’์œผ๋กœ ์—ฐ์†ํ˜• ์ˆซ์ž์˜€์Œ. ๊ทธ๋ ‡..

[Machine Learning] ์•™์ƒ๋ธ” ๊ธฐ๋ฒ•์ด๋ž€?

Ensemble ๊ธฐ๋ฒ• Ensemble Learning์ด๋ž€ ์—ฌ๋Ÿฌ๊ฐœ์˜ ๋ถ„๋ฅ˜๊ธฐ๋ฅผ ์ƒ์„ฑํ•˜๊ณ  ๊ทธ ์˜ˆ์ธก์„ ๊ฒฐํ•ฉํ•˜์—ฌ ๋ณด๋‹ค ์ •ํ™•ํ•œ ์˜ˆ์ธก์„ ๋‚ด๋Š” ๊ธฐ๋ฒ• ๊ฐ•๋ ฅํ•œ ํ•˜๋‚˜์˜ ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜๋Š” ๋Œ€์‹  ๋ณด๋‹ค ์•ฝํ•œ ๋ชจ๋ธ์„ ์—ฌ๋Ÿฌ๊ฐœ ์กฐํ•ฉํ•˜๋Š” ๋ฐฉ์‹ Ensemble Learning ์ข…๋ฅ˜ ์•™์ƒ๋ธ” ํ•™์Šต์€ 3๊ฐ€์ง€ ์œ ํ˜•์œผ๋กœ ๋ถ„๋ฅ˜๋จ Voting Bagging Boosting Voting ์—ฌ๋Ÿฌ๊ฐœ์˜ classifier๊ฐ€ ํˆฌํ‘œ๋ฅผ ํ†ตํ•ด ์ตœ์ข… ์˜ˆ์ธก๊ฒฐ๊ณผ ๊ฒฐ์ • ์„œ๋กœ ๋‹ค๋ฅธ ์•Œ๊ณ ๋ฆฌ์ฆ˜ ์—ฌ๋Ÿฌ๊ฐœ ๊ฒฐํ•ฉํ•˜์—ฌ ์‚ฌ์šฉ Voting ๋ฐฉ์‹ Hard Voting : ๋‹ค์ˆ˜์˜ classifier๊ฐ€ ์˜ˆ์ธกํ•œ ๊ฒฐ๊ณผ๊ฐ’์„ ์ตœ์ข… ๊ฒฐ๊ณผ๋กœ ์„ ์ • (๋‹ค์ˆ˜๊ฒฐ์˜ ๋ฒ•์น™) Soft Voting : ๋ชจ๋“  classifier๊ฐ€ ์˜ˆ์ธกํ•œ label๊ฐ’์˜ ๊ฒฐ์ • ํ™•๋ฅ  ํ‰๊ท ์„ ๊ตฌํ•œ ๋’ค ๊ฐ€์žฅ ํ™•๋ฅ ์ด ๋†’์€ label๊ฐ’์„ ์ตœ์ข…๊ฒฐ๊ณผ๋กœ ์„ ..

[git] fatal: the remote end hung up unexpectedly ์˜ค๋ฅ˜ (ํ•ด๊ฒฐ๋ฐฉ๋ฒ• ํฌํ•จโ—โ—)

git push๋ฅผ ํ•˜๋Š”๋ฐ ๋‹ค์Œ๊ณผ ๊ฐ™์€ ์˜ค๋ฅ˜ ๋ฉ”์„ธ์ง€๋ฅผ ๋งž์ดํ–ˆ๋‹ค fatal: the remote end hung hup unexpectedly send-pack: unexpected disconnect while reading sideband packet (์ฐธ๊ณ ๋กœ ๋‚˜๋Š” Window ์œˆ๋„์šฐํ™˜๊ฒฝ์—, Git Bash๋ฅผ ์ด์šฉํ•˜๊ณ  ์žˆ๋‹ค.) ํ•ด๊ฒฐ๋ฐฉ๋ฒ•์€ ๋‹ค์Œ๊ณผ ๊ฐ™๋‹ค git config --local http.postBuffer 1024M git config --local http.maxRequestBuffer 1024M git config --local pack.deltaCacheSize 1024M git config --local pack.packSizeLimit 1024M git config --local pack...

[SQLD] SQLD ์œ ํšจ๊ธฐ๊ฐ„ ๋งŒ๋ฃŒ ๋ฉˆ์ถฐ!!!!!! (feat. ํ•ด๊ฒฐ๋ฐฉ๋ฒ•)

์–ผ๋งˆ์ „์— ์ž๊ฒฉ์ฆ ์ด์ˆ˜์ฆ์„ ์ถœ๋ ฅํ•˜๋Ÿฌ K data ํ™ˆํŽ˜์ด์ง€ ๋“ค์–ด๊ฐ”๋‹ค๊ฐ€ ์œ ํšจ๊ธฐ๊ฐ„ ๋งŒ๋ฃŒ๊ธฐ๊ฐ„์ด ์ง€๋‚˜๋ฒ„๋ ค์„œ ๋‚ด ์ž๊ฒฉ์ฆ ๋‚ ๋ผ๊ฐ„ ์ค„ ์•Œ๊ณ  ๊นœ์ง ๋†€๋ž๋‹ค ใ… ใ… ใ… ใ… ใ… ใ…  ์œ ํšจ๊ธฐ๊ฐ„์ด 2019.12.31 ~ 2021.12.30 (2๋…„) ์ด์—ˆ๋Š”๋ฐ ์ด๊ฑธ ํ™•์ธํ•œ ๋‚ ์€ 2022๋…„..์ด์—ˆ์‘ใ…... ๊ทธ๋ž˜์„œ ์•„ ์ง„์งœ ๋งŒ๋ฃŒ๋œ๊ฑด๊ฐ€ ํ–ˆ๋Š”๋ฐ ๋ณด์ˆ˜๊ต์œก์„ ๋“ค์œผ๋ฉด ๋˜๋”๋ผ !!!!!!!!!! ํ™ˆํŽ˜์ด์ง€ ๋“ค์–ด๊ฐ€์„œ ๋งˆ์ดํŽ˜์ด์ง€ ๋ˆ„๋ฅด๊ณ  ๋ณด์ˆ˜๊ต์œก ๋ˆ„๋ฅด๋ฉด ๊ฐ•์˜๊ฐ€ ํ•˜๋‚˜ ๋œฌ๋‹ค ๊ทธ๊ฑธ ๋‹ค ๋“ค์œผ๋ฉด ์œ ํšจ๊ธฐ๊ฐ„์ด ์•„๋ž˜์™€ ๊ฐ™์ด "์˜๊ตฌ"๋กœ ๋ฐ”๋€๋‹ค! ใ…Žใ…Ž ์ •๋ง์ด์ง€ ์‹œํ—˜ ํ•œ๋ฒˆ ๋” ๋ด์•ผ๋˜๋Š” ์ค„ ์•Œ๊ณ  ์Šฌํผํ–ˆ๋Š”๋ฐ ์‹ญ๋…„๊ฐ์ˆ˜ํ–ˆ๋‹ค ใ…Žใ…Ž (๊ฐ•์˜๋Š” 3์‹œ๊ฐ„? ์ •๋„์งœ๋ฆฌ ํ•˜๋‚˜๋ผ ๋ฌด๋‚œํ•˜๊ฒŒ ์ด์ˆ˜๊ฐ€๋Šฅํ•˜์„ธ์š”~)

Computer Science 2022.04.27

[CNN] CNN feature map๊ณผ filter ์‹œ๊ฐํ™”

๋ชฉ์  : CNN layer๋“ค ์ค‘๊ฐ„์ค‘๊ฐ„ ์ถ”์ถœ๋˜๋Š” feature๋“ค์„ ์‹œ๊ฐํ™”ํ•ด๋ณด๋ฉด์„œ layer๋ฅผ ๊ฑฐ์น˜๋ฉด์„œ ์–ด๋– ํ•œ ๋ณ€ํ™”๊ฐ€ ์ผ์–ด๋‚˜๋Š”์ง€ ์•Œ์•„๋ณธ๋‹ค. CNN architecture ๋“ค์–ด๊ฐ€๊ธฐ์ „์—, CNN์„ ์ดํ•ดํ•˜๊ธฐ ์œ„ํ•ด ๊ผญ ํ•„์š”ํ•œ ์ •๋ณด๋“ค์— ๋Œ€ํ•ด์„œ ์ •๋ฆฌํ•ด๋ณธ๋‹ค. 1. input image์— ์šฐ๋ฆฌ๋Š” filter(=mask=kernel)๋ฅผ ์ ์šฉํ•˜์—ฌ feature map์„ ์ƒ์„ฑํ•œ๋‹ค. ์ด๋•Œ filter๋Š” ์ด๋ฏธ์ง€๊ฐ€ ๊ฐ€์ง€๊ณ  ์žˆ๋Š” edge, vertical line, horizontal line, bends์™€ ๊ฐ™์€ ์—ฌ๋Ÿฌ feature๋“ค์„ ๋‚˜ํƒ€๋‚ด์ฃผ๋„๋ก ๋„์™€์ค€๋‹ค. 2. ์ƒ์„ฑ๋œ feature map์— pooling์„ ์ ์šฉํ•œ๋‹ค. min, avg, max pooling๋“ฑ์„ ์“ธ ์ˆ˜ ์žˆ๊ณ , ๊ทธ ์ค‘์—์„œ max pooling์„ ์‚ฌ์šฉํ–ˆ์„ ๋•Œ ์„ฑ๋Šฅํ–ฅ์ƒ์„ ..

[์šด์˜์ฒด์ œ] Multiprocessing๊ณผ Multithreading์˜ ์ฐจ์ดโ€ผ๏ธ

๐Ÿ“MultiProcessing - ํ•˜๋‚˜์˜ ํ”„๋กœ๊ทธ๋žจ์„ ์—ฌ๋Ÿฌ๊ฐœ์˜ process๋กœ ๊ตฌ์„ฑํ•˜์—ฌ ๊ฐ process๋งˆ๋‹ค ํ•˜๋‚˜์˜ ์ž‘์—…(task)์”ฉ ์ฒ˜๋ฆฌํ•˜๋„๋ก ํ•˜๋Š” ๊ฒƒ ์˜ˆ์‹œ) ํฌ๋กฌ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ์‚ฌ์šฉํ•œ๋‹ค๊ณ  ํ•ด๋ณด์ž. ํฌ๋กฌ ์ฐฝ์„ ์—ฌ๋Ÿฌ๊ฐœ ๋„์šด๋‹ค๊ณ  ํ•  ๋•Œ, ์ฒซ ๋ฒˆ์งธ ํฌ๋กฌ์ฐฝ์„ ์‹คํ–‰์‹œํ‚ค๋Š” process, ๋‘๋ฒˆ์งธ ํฌ๋กฌ์ฐฝ์„ ์‹คํ–‰์‹œํ‚ค๋Š” process, ์„ธ๋ฒˆ์งธ ํฌ๋กฌ์ฐฝ์„ ์‹คํ–‰์‹œํ‚ค๋Š” process ... ์ด๋Ÿฐ์‹์œผ๋กœ ํฌ๋กฌ์ด๋ผ๋Š” ํ•˜๋‚˜์˜ ํ”„๋กœ๊ทธ๋žจ์—์„œ ์ผ์–ด๋‚˜๋Š” ์—ฌ๋Ÿฌ๊ฐœ์˜ ์ž‘์—…์„ process๋ฅผ ์—ฌ๋Ÿฌ๊ฐœ ์ƒ์„ฑํ•˜์—ฌ ํ•˜๋‚˜์”ฉ ์ฒ˜๋ฆฌํ•˜๋„๋ก ํ•ด์ฃผ๋Š” ๊ฒƒ..! ์žฅ์  - ๋…๋ฆฝ๋œ ๋ฉ”๋ชจ๋ฆฌ ์˜์—ญ์„ ๊ฐ์ž ํ• ๋‹น๋ฐ›๊ธฐ ๋•Œ๋ฌธ์— process๊ฐ„ ์„œ๋กœ์˜ ์ž์›์— ์นจํˆฌํ•  ์ˆ˜ ์—†์Œ → ์•ˆ์ •์„ฑ์ด ๋†’์Œ ๋‹จ์  - ์ž‘์—…๋Ÿ‰์ด ๋งŽ์•„์ง€๋ฉด *context switching์—์„œ์˜ ์˜ค๋ฒ„ํ—ค๋“œ ๋ฐœ์ƒ ๊ฐ€๋Šฅ (pro..

[์šด์˜์ฒด์ œ] Process์™€ thread์˜ ์ฐจ์ด (program vs process vs thread)

๐Ÿ“Program - ์ฝ”๋“œ๋กœ ๋งŒ๋“ค์–ด์ง„ ์ง‘ํ•ฉ์ฒด - ์˜ˆ์‹œ) ํฌ๋กฌ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ํ•˜๋‚˜์˜ ํ”„๋กœ๊ทธ๋žจ์ด๋ผ ํ•  ์ˆ˜ ์žˆ์Œ ๐Ÿ“Process - ํ”„๋กœ๊ทธ๋žจ์„ ์‹คํ–‰์‹œํ‚ค๋ฉด ๊ทธ๊ฒŒ process๊ฐ€ ๋จ!! (์‹คํ–‰์ค‘์ธ ํ”„๋กœ๊ทธ๋žจ์ด๊ธฐ ๋•Œ๋ฌธ์— job, task๋ผ๊ณ ๋„ ๋ถˆ๋ฆผ) - OS๋กœ๋ถ€ํ„ฐ ์‹œ์Šคํ…œ ์ž์›์„ ํ• ๋‹น๋ฐ›๋Š” ์ž‘์—…์˜ ๋‹จ์œ„ (process๋Š” ๋…๋ฆฝ๋œ memory์˜์—ญ์„ ๊ฐ์ž ํ• ๋‹น๋ฐ›์Œ) ์‹œ์Šคํ…œ ์ž์›์„ ํ• ๋‹น๋ฐ›๋Š”๋‹ค๋ผ... ์‹œ์Šคํ…œ ์ž์›์ด ๋ญ˜๊นŒ? memory์˜์—ญ์€? ์šฐ์„  ๊ทธ๋ฆผ์œผ๋กœ process๊ฐ€ ์–ด๋–ป๊ฒŒ ์ƒ๊ฒผ๋Š”์ง€ ๋ณด์ž. process์•ˆ์— code, data, stack, heap์ด ๋“ค์–ด์žˆ๋‹ค. ์–˜๋„ค๊ฐ€ ๋ฐ”๋กœ memory ์˜์—ญ..! ๐Ÿ“Memory ๊ตฌ์กฐ 1. code ์ฝ”๋“œ ์ž์ฒด๋ฅผ ๊ตฌ์„ฑํ•˜๋Š” ๋ฉ”๋ชจ๋ฆฌ ์˜์—ญ 2. data ๋ฐ์ดํ„ฐ๋Š” *์ „์—ญ๋ณ€์ˆ˜, ์ •์ ๋ณ€์ˆ˜(static), ๋ฐฐ..

[text mining] word embedding ์ด๊ฑฐ๋ฉด ๋!

ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ ํ‘œํ˜„ ๋ฐฉ์‹ ํ…์ŠคํŠธ ๊ธฐ๋ฐ˜์˜ ๋ชจ๋ธ์„ ๋งŒ๋“ค๊ธฐ ์œ„ํ•ด์„œ๋Š” ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ๋ฅผ ์ˆซ์ž๋กœ ํ‘œํ˜„ํ•ด์•ผํ•จ ํ…์ŠคํŠธ ๋ฐ์ดํ„ฐ๋ฅผ ํ‘œํ˜„ํ•˜๋Š” ๋ฐฉ์‹(feature representation)์œผ๋กœ sparse representation์ด ๋จผ์ € ๋“ฑ์žฅํ•˜์˜€๊ณ  sparse representaion์˜ ๋‹จ์ ์„ ๋ณด์™„ํ•˜๊ธฐ ์œ„ํ•ด dense representation๊ฐ€ ๋“ฑ์žฅ sparse representation์˜ ๋Œ€ํ‘œ์ ์ธ ๊ธฐ๋ฒ•์€ one-hot encoding์ด๊ณ  dense representation์˜ ๋Œ€ํ‘œ์ ์ธ ๊ธฐ๋ฒ•์€ word embedding one-hot encoding ์ปดํ“จํ„ฐ๋Š” ๋ฌธ์ž๋ฅผ ์ดํ•ดํ•˜์ง€ ๋ชปํ•˜๊ธฐ ๋•Œ๋ฌธ์— ์ˆซ์ž๋กœ ํ‘œํ˜„ํ•ด์ค˜์•ผํ•˜๋ฉฐ one-hot encoding์€ ์—ฌ๋Ÿฌ ํ‘œํ˜„๊ธฐ๋ฒ•๋“ค ์ค‘ ๊ฐ€์žฅ ๊ธฐ๋ณธ์ ์ธ ๋ฐฉ๋ฒ• sparse representation์—..

[๋น„ํŠธ์ฝ”์ธ] ๋น„ํŠธ์ฝ”์ธ ์ฑ„๊ตด์ด๋ž€? ์‰ฝ๊ฒŒ ์„ค๋ช…! โ›

๋น„ํŠธ์ฝ”์ธ์€ 2009๋…„์— ์‹œ์ž‘๋œ ์•”ํ˜ธํ™”ํ์ฃ ?? ์•”ํ˜ธํ™”ํ์˜ ๊ฐ€์žฅ ํฐ ํŠน์ง•์€ ์–ด๋Š๋‚˜๋ผ๋“  ์ •๋ถ€, ๊ธฐ์—…, ์€ํ–‰ ๋“ฑ์—์„œ ์ปจํŠธ๋กคํ•  ์ˆ˜ ์—†๋Š” ํ™”ํ๋ผ๋Š” ์ ์ธ๋ฐ์š”, ์ด์ค‘ ํ•˜๋‚˜๊ฐ€ ๋น„ํŠธ์ฝ”์ธ ์ž…๋‹ˆ๋‹ค! ์–ด์จ‹๋“  ๋ˆ„๊ตฐ๊ฐ€๋Š” ์ด ํ™”ํ๋ฅผ ์ฐ์–ด๋‚ด์•ผ ์‚ฌ๋žŒ๋“ค์ด ์‚ฌ๊ณ  ํŒ” ์ˆ˜ ์žˆ๋Š”๊ฑฐ๊ฒ ์ฃ ?? ์ด๋•Œ ์•”ํ˜ธํ™”ํ๋ฅผ ์ฐ์–ด๋‚ด๋Š”๊ฑธ ์ฑ„๊ตดํ•œ๋‹ค๊ณ  ํ‘œํ˜„ํ•˜๋Š”๋ฐ์š”! ์™œ ๊ทธ๋ ‡๊ฒŒ ํ‘œํ˜„์„ ํ•˜๋ƒ๊ตฌ์š”? ๋Œ€๊ฒŒ ๋น„ํŠธ์ฝ”์ธ์„ '๊ธˆ'์— ๋น„์œ ๋ฅผ ๋งŽ์ด ํ•ฉ๋‹ˆ๋‹ค ๊ธˆ์ด ๊ฐ€์ง„ ํฌ์†Œ์„ฑ ๋•Œ๋ฌธ์— ๊ทธ ๊ฐ€์น˜๋ฅผ ์ธ์ •๋ฐ›๋“ฏ์ด ๋น„ํŠธ์ฝ”์ธ๋„ ์ฐ์–ด๋‚ผ ์ˆ˜ ์žˆ๋Š” ์ตœ๋Œ€๋Ÿ‰์ด ์ •ํ•ด์ ธ์žˆ์–ด์š”! ์ด๋Ÿฐ์ ๊ณผ ๋”๋ถˆ์–ด ๊ธˆ๊ด‘์—์„œ ๊ธˆ์„ ์ฑ„๊ตดํ•˜๋Š” ๊ฒƒ์— ๋น„์œ ํ•˜์—ฌ ๋น„ํŠธ์ฝ”์ธ๋„ ์ฑ„๊ตดํ•œ๋‹ค๊ณ  ํ‘œํ˜„ํ•ฉ๋‹ˆ๋‹ค ๐Ÿ˜Š ๊ทธ๋ ‡๋‹ค๋ฉด ์ฑ„๊ตด์€ ์–ด๋–ป๊ฒŒ ํ•˜๋‚˜์š”?? ๋น„ํŠธ์ฝ”์ธ์„ ์ฑ„๊ตดํ•˜๊ธฐ ์œ„ํ•ด์„œ๋Š” ์ปดํ“จํ„ฐ๋Š” ๊ต‰์žฅํžˆ ์–ด๋ ค์šด ์ˆ˜ํ•™๋ฌธ์ œ๋ฅผ ํ’€์–ด์•ผํ•˜๋Š”๋ฐ์š”, ๋ฌธ์ œ๋ฅผ ํ’€๋ฉด ๋ธ”๋ก ํ•˜๋‚˜๋ฅผ ๋ฐ›์Šต๋‹ˆ๋‹ค. ๋ธ”๋ก..

[xcode] xcode์— audio asset ์ถ”๊ฐ€ (local๋ง๊ณ ..!)

xcode์— ์Œ์•…ํŒŒ์ผ์„ ์ถ”๊ฐ€! #xcode audio asset #asset catalog #audio file upload #add music asset 1. xcode์—์„œ File > New > File... ํด๋ฆญ 2. ์Šคํฌ๋กค์„ ์ข€ ๋‚ด๋ ค์„œ Resource์˜ Asset Catalog ํด๋ฆญ 3. ์›ํ•˜๋Š”๋Œ€๋กœ assest ๋ฌถ์Œํด๋”์˜ ์ด๋ฆ„ ๋ณ€๊ฒฝํ•˜๊ณ  audio๋ฐ์ดํ„ฐ ๊ทธ ์•ˆ์— ๋„ฃ์œผ๋ฉด ๋!! ๋”๋ณด๊ธฐ reference : https://developer.apple.com/library/archive/qa/qa1913/_index.html Technical Q&A QA1913: Accessing Audio Files in Asset Catalogs Technical Q&A QA1913 Accessing Audio Fi..

[ios] swift MVVM vs MVC ์ฐจ์ด

MVVM : MVC์™€ ๋งˆ์ฐฌ๊ฐ€์ง€๋กœ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ฐœ๋ฐœ์— ์ฃผ๋กœ ์‚ฌ์šฉ๋˜๋Š” ๋””์ž์ธ ํŒจํ„ด Model - View - ViewModel ๐Ÿ’ก MVC์™€ MVVM ๋‹จ์ˆœ์ฐจ์ด Controller๊ฐ€ ์•„๋‹Œ ViewModel ๊ณ„์ธต์„ ๊ฐ€์ง€๊ณ  ์žˆ์Œ ViewModel ๋˜ํ•œ Controller์ฒ˜๋Ÿผ View์™€ Model์˜ ์ค‘๊ฐ„ ๊ณ„์ธต ์—ญํ• ์„ ํ•จ 1. Model : ๋ฐ์ดํ„ฐ์™€ ๊ด€๋ จ๋œ ์ฝ”๋“œ๋ฅผ ๋‹ด๊ณ  ์žˆ๋Š” ๊ณ„์ธต (MVC์˜ Model๊ณผ ๋งˆ์ฐฌ๊ฐ€์ง€) ๋ฐ์ดํ„ฐ๋ฅผ ๋‹ด์•„๋‘๊ธฐ ์œ„ํ•œ ๊ตฌ์กฐ์ฒด๋“ค(struct) ๋„คํŠธ์›Œํฌ ๋กœ์ง JSON ํŒŒ์‹ฑ ์ฝ”๋“œ ๋“ฑ ... struct Person { // Person์— ๋Œ€ํ•œ ๋ฐ์ดํ„ฐ ๋‹ด์€ ๊ตฌ์กฐ์ฒด let name: String var age: Int init(json: JSON) { // JSON ํŒŒ์‹ฑ name = json["name"].s..

[xcode] xcode๋นŒ๋“œ์‹œ ์ปดํ“จํ„ฐ ์ฃฝ์Œ/xcode ๋ฉ”๋ชจ๋ฆฌ ๋ˆ„์ˆ˜ํ˜„์ƒ/xcode memory leak (ํ•ด๊ฒฐ๋ฐฉ๋ฒ•O)

์ผ๋‹จ ํ˜„์žฌ xcode๋ฒ„์ „์„ ํ™•์ธํ•ด๋ด…๋‹ˆ๋‹ค ๋ฒ„์ „์ด 13.1์ด๋ผ๋ฉด? ํ•ด๊ฒฐ๋ฐฉ๋ฒ•์€ 13.2๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค swift-frontend memory usage | Apple Developer Forums I had the same issue and had to downgrade Xcode to 12.5.1 and the issue is gone. First I tried removing some code, including GeometryReader to avoid the problem, but it did not work. Tried other things such as restart Xcode, mac, launching other projects, developer.apple.com

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