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Computer Science 102

[swift] @State, @ObservedObject, @EnvironmentObject ์ฐจ์ด!! (+@Binding)

references : https://pxxxsxzy.tistory.com/35 SwiftUI @State, @ObservedObject, @EnvironmentObject โญ๏ธ ๋ณธ๊ฒฉ์ ์œผ๋กœ SwiftUI๋ฅผ ๊ณต๋ถ€ํ•˜๊ธฐ ์ „ ๊ผญ ๊ธฐ์–ตํ•ด์•ผ ํ•  ์  โญ๏ธ ์šฐ๋ฆฌ๋Š” ๋”์ด์ƒ view์— ์ง์ ‘ ์ ‘๊ทผํ•ด์„œ view๋ฅผ ๋ฐ”๊พธ์ง€ ์•Š๋Š”๋‹ค. ๋Œ€์‹  view์˜ state๋ฅผ ๋ณ€๊ฒฝํ•ด์„œ ๊ทธ ๋ณ€๊ฒฝ๋œ state๊ฐ€ ๊ฒฐ๊ณผ๋ฅผ ์ขŒ์šฐํ•˜๋„๋ก ํ•œ๋‹ค. pxxxsxzy.tistory.com https://www.hackingwithswift.com/quick-start/swiftui/whats-the-difference-between-observedobject-state-and-environmentobject What’s the difference between @..

[swift] keyboard๋”ฐ๋ผ ๊ฐ™์ด ์˜ฌ๋ผ๊ฐ€๋Š” view ๋ฌธ์ œ (disable move up with keyboard)

https://stackoverflow.com/questions/65605917/how-do-you-prevent-swiftui-from-autoresizing-view-when-keyboard-appears How do you prevent SwiftUI from autoresizing view when keyboard appears I have a TextField in my iOS app, and it is positioned such that I don't want it to move when the keyboard appears. However, the view is autoresizing when the keyboard appears. Is there a way to pr... stackove..

[swift] GeometryReader

GeometryReader https://developer.apple.com/documentation/swiftui/geometryreader GeometryReader๋Š” SwiftUI ์—์„œ View๊ฐ€ ํฌํ•จ๋œ ๋ถ€๋ชจ๋ทฐ(์ปจํ…Œ์ด๋„ˆ)์˜ ํฌ๊ธฐ๋ฅผ ๊ธฐ์ค€์œผ๋กœ View์˜ frame ์กฐ์ ˆํ•˜๋Š” ๋ฐฉ๋ฒ•

[swift] xcode๊ฐ€ ๋‚ด ๊ธฐ๊ธฐ๋ฅผ ๋ชป ์ฐพ์„ ๋•Œ

Even though this one does not address the specific problem of the OP, it might be a solution for other people finding this question. In some circumstances, Xcode will not recognise (won't even see) a connected device that was previously recognised, even though there were no changes in Mac OS/iOS/Xcode versions. This seems to happen if you connect the device while the Mac and/or the device are lo..

[Xcode] Preview crashed ํ˜„์ƒ

๋‚˜๋Š” swift ์ž…๋ฌธ์ž๋‹ค swfit์–ธ์–ด๋ฅผ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋ฐ˜๋“œ์‹œ xcode์—์„œ ์จ์•ผํ•œ๋‹ค (๋‹ค๋“ค ์•Œ์ฃ ?) ์ด๋Ÿฐ ์ž…๋ฌธ์ž์—๊ฒŒ preview๊ฐ€ ์ž๊พธ ์‹œ๋ จ์„ ์ค€๋‹ค ๋‚จ๋“ค์ด ํ•˜๋Š”๊ฑฐ ๋ณด๋‹ˆ๊นŒ preview๋ฅผ ํ†ตํ•ด์„œ dynamicํ•˜๊ฒŒ ์ฝ”๋”ฉํ•˜๊ณ  uiํ™•์ธํ•˜๋˜๋ฐ ๋‚˜๋Š” ๋ญ ํ™”๋ฉด ํด๋ฆญ๋งŒ ํ•˜๋ฉด ์ž๊พธ preview crashed ํ•˜๋ฉด์„œ ๋นจ๊ฐ„ ์—‘์Šค๊ฐ€ ๋œฌ๋‹ค ใ… ใ… ใ…  ๊ฒฐ๊ตญ ์—๋Ÿฌ๋ฅผ ๊ณ ์ณ๋ณด๊ธฐ๋กœ..! preview์ฐฝ ์ƒ๋‹จ์— ๋ณด๋ฉด preview crashed์— ๋Œ€ํ•œ ์„ค๋ช…์„ ํ•ด์ค€๋‹ค. ํ•„์ž์˜ ๊ฒฝ์šฐ๋Š” ์•„๋ž˜์™€ ๊ฐ™์ด ๋–ด๋‹ค ์ผ๋‹จ ํ•ด๊ฒฐ์„ ํ•˜๊ณ  ์‹ถ์—ˆ๊ธฐ ๋–„๋ฌธ์— Diagnostics๋ฅผ ํด๋ฆญํ•ด๋ดค๋‹ค HumanReadableNSError: Unable to boot device due to insufficient system resources. Please see Simula..

Computer Science 2021.06.04

[Machine Learning] LightGBM์ด๋ž€? โœ” ์„ค๋ช… ๋ฐ ์žฅ๋‹จ์ 

๐Ÿ“Œ Remind LightGBM์— ๋“ค์–ด๊ฐ€๊ธฐ์ „์— ๋ณต์Šต ๊ฒธ reminding์„ ํ•ด๋ณด์ž. Light GBM์˜ GBM์€ Gradient Boosting Model๋กœ, tree๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•˜๋Š” ํ•™์Šต ์•Œ๊ณ ๋ฆฌ์ฆ˜์ด๋‹ค. ์ด GBM์˜ ํ•™์Šต๋ฐฉ์‹์„ ์‰ฝ๊ฒŒ๋งํ•˜๋ฉด, ํ‹€๋ฆฐ๋ถ€๋ถ„์— ๊ฐ€์ค‘์น˜๋ฅผ ๋”ํ•˜๋ฉด์„œ ์ง„ํ–‰ํ•œ๋‹ค๊ณ  ํ•  ์ˆ˜ ์žˆ๋‹ค. Gradient Boosting์—์„œ Boosting์€ ์—ฌ๋Ÿฌ๊ฐœ์˜ tree๋ฅผ ๋งŒ๋“ค๋˜, ๊ธฐ์กด์— ์žˆ๋Š” ๋ชจ๋ธ(tree)๋ฅผ ์กฐ๊ธˆ์”ฉ ๋ฐœ์ „์‹œ์ผœ์„œ ๋งˆ์ง€๋ง‰์— ์ด๋ฅผ ํ•ฉํ•˜๋Š” ๊ฐœ๋…์œผ๋กœ, Random Forest์˜ Bagging๊ธฐ๋ฒ•๊ณผ ๋‹ค๋ฅธ ๋ฐฉ๋ฒ•์ด๋‹ค. Boostingํ•˜๋Š” ๋ฐฉ์‹์—๋„ ํฌ๊ฒŒ 2๊ฐ€์ง€๊ฐ€ ์žˆ๋‹ค. 1. AdaBoost์™€ ๊ฐ™์ด ์ค‘์š”ํ•œ ๋ฐ์ดํ„ฐ(์ผ๋ฐ˜์ ์œผ๋กœ ๋ชจ๋ธ์ด ํ‹€๋ฆฐ ๋ฐ์ดํ„ฐ)์— ๋Œ€ํ•ด weight๋ฅผ ์ฃผ๋Š” ๋ฐฉ์‹ 2. GBDT์™€ ๊ฐ™์ด loss fun..

[Machine Learning] ๋จธ์‹ ๋Ÿฌ๋‹, ๋ชจ๋ธ์˜ ํŽธํ–ฅ(bias)๊ณผ ๋ถ„์‚ฐ(variance) : trade-off ๊ด€๊ณ„

๋จธ์‹ ๋Ÿฌ๋‹์—์„œ ํŽธํ–ฅ๊ณผ ๋ถ„์‚ฐ์€ ์–ธ์ œ ์“ฐ์ด๋Š” ์šฉ์–ด์ธ๊ฐ€? Supervised Learning(์ง€๋„ํ•™์Šต)์— ๋Œ€ํ•ด์„œ ๊ฐ„๋‹จํžˆ ์„ค๋ช…ํ•ด๋ณด์ž๋ฉด ์‚ฌ๋žŒ์ด ์ •ํ•ด์ค€ ์ •๋‹ต์ด ์žˆ๊ณ , ์šฐ๋ฆฌ์˜ ๋ชจ๋ธ์€ ๊ทธ ์ •๋‹ต์„ ์ž˜ ๋งž์ถ”๋Š” ๋ฐฉํ–ฅ์œผ๋กœ ํ•™์Šต(training)์„ ํ•œ๋‹ค. ์ด๋•Œ, ํ•™์Šต์„ ํ•˜๋ฉด์„œ ๋ชจ๋ธ์ด ๋‚ด๋†“๋Š” ์˜ˆ์ธก๊ฐ’๋“ค์˜ ๊ฒฝํ–ฅ์„ ํ‘œํ˜„ํ•˜๊ธฐ์œ„ํ•ด ํŽธํ–ฅ๊ณผ ๋ถ„์‚ฐ์ด๋ผ๋Š” ์šฉ์–ด๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค. ์‰ฝ๊ฒŒ ๋งํ•˜์ž๋ฉด, ๋‹ค์Œ๊ณผ ๊ฐ™๋‹ค A. ์˜ˆ์ธก๊ฐ’๊ณผ ์ •๋‹ต ๊ฐ„์˜ ๊ด€๊ณ„๋ฅผ "ํŽธํ–ฅ"์œผ๋กœ ํ‘œํ˜„ (bias : model์˜ output๊ณผ ์‹ค์ œ๊ฐ’ ์‚ฌ์ด์˜ ์ œ๊ณฑ error, ์ •ํ™•๋„์™€ ๋น„์Šทํ•œ ๊ฐœ๋…) B. ์˜ˆ์ธก๊ฐ’๋ผ๋ฆฌ์˜ ๊ด€๊ณ„๋ฅผ "๋ถ„์‚ฐ"์œผ๋กœ ํ‘œํ˜„ (variance : model์ด ๊ฐ๊ธฐ ๋‹ค๋ฅธ train set์— ๋Œ€ํ•˜์—ฌ ์„ฑ๋Šฅ์˜ ๋ณ€ํ™”์ •๋„๊ฐ€ ๊ธ‰ํ•˜๊ฒŒ ๋ณ€ํ•˜๋Š”์ง€, ์•ˆ์ •์ ์œผ๋กœ ๋ณ€ํ•˜๋Š”์ง€๋ฅผ ๋‚˜ํƒ€๋‚ด๋Š” ์ฒ™๋„) [๋”ฅ๋Ÿฌ๋‹] Bia..

[๊ฐœ๋ฐœ์šฉ์–ด] pilot ์ด๋ž€?

Pilot ์›์‹œ ํ”„๋กœ๊ทธ๋žจ์ด๋‚˜ ์‹œํ—˜ ํ”„๋กœ๊ทธ๋žจ ๋“ฑ์„ ์‹œํ—˜ํ•˜๋Š” ์ผ ์ฆ‰, ํ”„๋กœ๊ทธ๋žจ์„ ์‹ค์ œ๋กœ ์šด์šฉํ•˜๊ธฐ ์ „์— ์˜ค๋ฅ˜, ๋˜๋Š” ๋ถ€์กฑํ•œ ์ ์„ ์ฐพ๊ธฐ ์œ„ํ•˜์—ฌ ์‹ค์ œ ์ƒํ™ฉ๊ณผ ์œ ์‚ฌํ•œ ์กฐ๊ฑด์—์„œ ์‹œํ—˜๊ฐ€๋™ํ•˜๋Š” ํ–‰์œ„ ๊ทธ๋ ‡๊ธฐ์— ์ƒˆ๋กœ์šด ์„œ๋น„์Šค ์ถœ์‹œ ์ „์— ๋งŽ์ด ์‚ฌ์šฉ๋จ ๋น„์Šทํ•˜๊ฒŒ ์‹œ๋ฒ”ํ…Œ์ŠคํŠธ ํ†ตํ•ฉํ…Œ์ŠคํŠธ ๋‹จ๊ณ„์˜ SW ๊ฒฐํ•จ์ธก์ •ํ…Œ์ŠคํŠธ ํ’ˆ์งˆ ๊ฒ€์ฆ ๋ผ๊ณ  ๋ณผ ์ˆ˜ ์žˆ๋‹ค reference : m.blog.naver.com/PostView.nhn?blogId=musalyh&logNo=220990847736&proxyReferer=https:%2F%2Fwww.google.com%2F

๋ฌธ์„œ์œ ์‚ฌ๋„

๋ฌธ์„œ์œ ์‚ฌ๋„ 0. Base ์˜ˆ๋ฅผ ๋“ค์–ด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๋ฌธ์„œ๊ฐ€ ์žˆ๊ณ , ๋ฌธ์„œ๋ฅผ feature space์— ๋†“๋Š”๋‹ค๊ณ  ์ƒ๊ฐํ•ด๋ณด์ž ๊ฐ•์•„์ง€ ๊ท€์—ฝ๋‹ค ๋งค์šฐ ๊ฐ•์•„์ง€๊ฐ€ ๊ท€์—ฝ๋‹ค 1 1 0 ๊ฐ•์•„์ง€๊ฐ€ ๋งค์šฐ ๊ท€์—ฝ๋‹ค 1 1 1 ๊ณ ์–‘์ด๊ฐ€ ๋งค์šฐ ๊ท€์—ฝ๋‹ค 0 1 1 ๊ฐ ๋‹จ์–ด ‘๊ฐ•์•„์ง€’, ‘๊ณ ์–‘์ด’, ‘๋งค์šฐ’๋ฅผ ์ถ•์œผ๋กœ ํ•˜๋Š” ํŠน์„ฑ๊ณต๊ฐ„(feature space)์—์„œ ๋‹ค์Œ ๋ฌธ์„œ๋“ค์„ ํ•˜๋‚˜์˜ ์ขŒํ‘œ๋กœ ์ƒ๊ฐํ•  ์ˆ˜ ์žˆ์Œ ‘๊ฐ•์•„์ง€๊ฐ€ ๊ท€์—ฝ๋‹ค’ --> (1,1,0) ‘๊ฐ•์•„์ง€๊ฐ€ ๋งค์šฐ ๊ท€์—ฝ๋‹ค’ --> (1,1,1) ‘๊ณ ์–‘์ด๊ฐ€ ๋งค์šฐ ๊ท€์—ฝ๋‹ค’ --> (0,1,1) ๋‘ ๋‹จ์–ด ํ˜น์€ ๋ฌธ์žฅ์ด ์ฃผ์–ด์กŒ์„ ๋•Œ, ์œ ์‚ฌ๋„๋ฅผ ์ธก์ •ํ•˜๋Š” ๋ฐฉ๋ฒ•์€ ์—ฌ๋Ÿฌ๊ฐ€์ง€๊ฐ€ ์žˆ๋‹ค cosine similarity jaccard similarity euclidean distance manhattan distance..

[Window10 ๋‹จ์ถ•ํ‚ค] ์œˆ๋„์šฐ10 ์œ ์šฉํ•œ ๋‹จ์ถ•ํ‚ค ๐Ÿ•น

[๊ฐ€์ƒ ๋ฐ์Šคํฌํ†ฑ]Win + Tab : ์œˆ๋„ 10์˜ ํ…Œ์Šคํฌ ๋ฐ”(Task bar)๋ฅผ ์—ฝ๋‹ˆ๋‹ค.Win + Ctrl + D : ๊ฐ€์ƒ ๋ฐ์Šคํฌํ†ฑ(Virture Desktop)์„ ํ•˜๋‚˜ ๋งŒ๋“ญ๋‹ˆ๋‹ค.Win + Ctrl + F4 : ํ˜„์žฌ์˜ ๊ฐ€์ƒ ๋ฐ์Šคํฌํ†ฑ์„ ๋‹ซ์Šต๋‹ˆ๋‹ค.Win + Ctrl + ์ขŒ์šฐ ๋ฐฉํ–ฅํ‚ค : ๋‹ค๋ฅธ ๊ฐ€์ƒ ๋ฐ์Šคํฌํ†ฑ ํ™”๋ฉด์œผ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค. [๋“€์–ผ๋ชจ๋‹ˆํ„ฐ]Win + P : ํ”„๋กœ์ ํŠธ, ๋“€์–ผ๋ชจ๋‹ˆํ„ฐ ์„ค์ •์ฐฝWin + Shift + ์ขŒ/์šฐ ๋ฐฉํ–ฅํ‚ค : ํ˜„์žฌ ์ฐฝ์„ ํ™•์žฅ๋œ ํ™”๋ฉด์œผ๋กœ ์ด๋™์‹œํ‚ฌ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ํ”„๋กœ์ ํ„ฐ๋‚˜ ๋“€์–ผ ๋ชจ๋‹ˆํ„ฐ ๊ตฌ์„ฑ์œผ๋กœ ํ™”๋ฉด์„ ํ™•์žฅํ–ˆ์„ ๋•Œ ์‚ฌ์šฉํ•˜๋ฉด ์ข‹์Šต๋‹ˆ๋‹ค. [์œˆ๋„์šฐ Sanp, ์ž‘์—…์ „ํ™˜]Win + ์ขŒ/์šฐ ๋ฐฉํ–ฅํ‚ค : ์‚ฌ์šฉ์ค‘์ธ ์ฐฝ์„ ์ขŒ์šฐ๋กœ ์ด๋™ ์‹œํ‚ต๋‹ˆ๋‹ค.Win + Tab : ์œˆ๋„์šฐ ์ž‘์—…๋ณด๊ธฐ๋ฅผ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค. (์—ด๋ ค์žˆ๋Š” ๋ชจ๋“  ์ฐฝ์„ ..

[python list] ํŒŒ์ด์ฌ ๋ฆฌ์ŠคํŠธ ์•ˆ ๋ฆฌ์ŠคํŠธ ํŽผ์น˜๊ธฐ_how to flatten a list of lists in python

#ํŒŒ์ด์ฌ ๋ฆฌ์ŠคํŠธ ํŽผ์น˜๊ธฐ #ํŒŒ์ด์ฌ 2d ๋ฆฌ์ŠคํŠธ ํŽผ์น˜๊ธฐ #python 2d list flatten #python nested list flatten ๋‹ค์Œ๊ณผ ๊ฐ™์ด 2D list๋ฅผ 1D list๋กœ ์ „ํ™˜ํ•˜๋Š” ๋ฐฉ์‹์„ 'flattening'์ด๋ผ๊ณ  ํ•œ๋‹ค 1. itertools์˜ chain ํ•จ์ˆ˜ ์‚ฌ์šฉํ•˜๊ธฐ import itertools List_2D = [['a','b','c'],[1,2,3],['d',4,'e']] #List to be flattened List_flat = list(itertools.chain(*List_2D)) print("Original List:",List_2D) print("Flattened List:",List_flat) # print๋ฌธ ์ถœ๋ ฅ๊ฒฐ๊ณผ # Original List: [['a', 'b..

Computer Science 2021.04.22

[Git ํด๋” ์ƒ์„ฑ] github์—์„œ ํด๋” ์ƒ์„ฑํ•˜๋Š” ๋ฐฉ๋ฒ•

git web browser interface๋ฅผ ํ†ตํ•ด repository์•ˆ์— ์ƒˆ๋กœ์šด ํด๋”๋ฅผ ์ƒ์„ฑํ•˜๋Š” ๋ฐฉ๋ฒ• 1. ์šฐ์ธก ์ƒ๋‹จ์— Add file ํด๋ฆญ > Create new file ํด๋ฆญ 2. '/' ๊ตฌ๋ถ„์ž๋ฅผ ์ด์šฉํ•ด ํด๋”์ด๋ฆ„, ํŒŒ์ผ์ด๋ฆ„ type โ—โ— ์ค‘์š”ํ•œ ์  github์—์„œ๋Š” ๋นˆ ํด๋”๋ฅผ ์ƒ์„ฑํ•  ์ˆ˜ ์—†๋‹ค (cannot create empty folder) ๊ทธ๋ ‡๊ธฐ ๋•Œ๋ฌธ์— ํด๋”์ด๋ฆ„์„ ์น˜๊ณ  '/' ๊ตฌ๋ถ„์ž๋ฅผ ์ณ์ค€ ํ›„, ์ƒ์„ฑํ•  ํŒŒ์ผ ์ด๋ฆ„๊นŒ์ง€ ์ณ์ค˜์•ผ ํ•œ๋‹ค (์ƒ์„ฑํ•  ํŒŒ์ผ ์—†์œผ์‹œ๋ฉด ๊ทธ๋ƒฅ readme.md ๋ฅผ ์น˜์„ธ์š”) 3. ์•„๋ž˜ commit new file ํด๋ฆญ commit new file ๊นŒ์ง€ ํด๋ฆญํ•ด์•ผ ํด๋” ์ƒ์„ฑ์ด ์™„๋ฃŒ๋œ๋‹ค!!

Computer Science 2021.04.20
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