s t u d y . . ๐Ÿง/์ด๊ฒƒ์ €๊ฒƒ 13

[streamlit] ์ŠคํŠธ๋ฆผ๋ฆฟ ์‚ฌ์šฉ๋ฒ• (์ž…๋ ฅ ๋ฐ ์ถœ๋ ฅ, ํŒŒ์ผ ์—…๋กœ๋“œ ๋ฐ ์ถœ๋ ฅ)

[streamlit] python์œผ๋กœ ๊ฐ„๋‹จํ•˜๊ฒŒ ์›น์•ฑ ๋งŒ๋“ค๊ธฐ streamlit์ด๋ž€ ! ํŒŒ์ด์ฌ์—์„œ ์ œ๊ณตํ•˜๋Š” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋กœ ์›น์•ฑ์„ ์‰ฝ๊ฒŒ ์ œ์ž‘ํ•  ์ˆ˜ ์žˆ๋‹ค Streamlit Docs Join the community Streamlit is more than just a way to make data apps, it's also a community of creators that share their apps and ideas hjkim5004.tistory.com ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜๋ถ€ํ„ฐ ๊ฐ„๋‹จํ•œ ์›น์•ฑ ๋„์šฐ๊ธฐ๋Š” ์œ„ ๋งํฌ์— ! ์›น์•ฑ์— ๋ฌธ์žฅ ์ถœ๋ ฅ title st.title('hello’) header st.header('hello’) subheader st.subheader('hello’) text st.text('hello..

[QGIS] ๋…ธ๋“œ๋งํฌ

๋…ธ๋“œ๋งํฌ ๋…ธ๋“œ๋งํฌ๋ž€ ๊ตํ†ต์ •๋ณด ์‹ค์‹œ๊ฐ„ ๊ตํ™˜์— ๊ธฐ๋ณธ์ด ๋˜๋Š” ์ „๊ตญ๋‹จ์œ„ ํ‘œ์ค€ ๋…ธ๋“œ/๋งํฌ์ด๋‹ค ITS ๊ตญ๊ฐ€๊ตํ†ต์ •๋ณด์„ผํ„ฐ ITS ๊ตญ๊ฐ€๊ตํ†ต์ •๋ณด์„ผํ„ฐ its.go.kr ๋…ธ๋“œ ์ฐจ๋Ÿ‰์ด ๋„๋กœ๋ฅผ ์ฃผํ–‰ํ•จ์— ์žˆ์–ด ์†๋„์˜ ๋ณ€ํ™”๊ฐ€ ๋ฐœ์ƒ๋˜๋Š” ๊ณณ์„ ํ‘œํ˜„ํ•œ ๊ณณ ๊ต์ฐจ๋กœ, ๊ต๋Ÿ‰์‹œ์ข…์ , ๊ณ ๊ฐ€๋„๋กœ์‹œ์ข…์ , ๋„๋กœ์˜ ์‹œ์ข…์ , ์ง€ํ•˜์ฐจ๋„์‹œ์ข…์ , ํ„ฐ๋„์‹œ์ข…์ , ํ–‰์ •๊ฒฝ๊ณ„, IC/JC ๋งํฌ ์†๋„๋ณ€ํ™” ๋ฐœ์ƒ์ ์ธ ๋…ธ๋“œ์™€ ๋…ธ๋“œ๋ฅผ ์—ฐ๊ฒฐํ•œ ์„ ์„ ์˜๋ฏธํ•˜๋ฉฐ ์‹ค์„ธ๊ณ„์—์„œ์˜ ๋„๋กœ ๋„๋กœ, ๊ต๋Ÿ‰, ๊ณ ๊ฐ€๋„๋กœ, ์ง€ํ•˜์ฐจ๋„, ํ„ฐ๋„ ๋“ฑ๋“ฑ ๋…ธ๋“œ๋งํฌ ๋ฐ์ดํ„ฐ๋Š” ์•„๋ž˜ ๋งํฌ์—์„œ ๋‹ค์šด๋ฐ›์„ ์ˆ˜ ์žˆ๋‹ค ITS ๊ตญ๊ฐ€๊ตํ†ต์ •๋ณด์„ผํ„ฐ ITS ๊ตญ๊ฐ€๊ตํ†ต์ •๋ณด์„ผํ„ฐ its.go.kr ๋‹ค์Œ๊ณผ ๊ฐ™์ด dbf, prj, sbn, shp, shx ๋“ฑ ๋‹ค์–‘ํ•œ ํŒŒ์ผ๋“ค์„ ๋‹ค์šด๋ฐ›์„ ์ˆ˜ ์žˆ๊ณ , ์ด ํŒŒ์ผ๋“ค์„ ์—ด๊ธฐ ์œ„ํ•ด QGIS๋ฅผ ์‚ฌ์šฉํ•ด ์ฃผ์—ˆ๋‹ค QGI..

[GIT] mac os! xcrun: error ํ•ด๊ฒฐํ•˜๊ธฐ

๊นƒํ—™ ๋ ˆํŒŒ์ง€ํ† ๋ฆฌ๋ฅผ ํด๋ก  ๋ฐ›์œผ๋ ค๋Š”๋ฐ ์•„๋ž˜์™€ ๊ฐ™์€ ์—๋Ÿฌ๊ฐ€ ๋ฐœ์ƒํ–ˆ๋‹ค xcrun: error: invalid active developer path (/Library/Developer/CommandLineTools), missing xcrun at: /Library/Developer/CommandLineTools/usr/bin/xcrun ์ด๋•Œ ์•„์ฃผ ๊ฐ„๋‹จํ•˜๊ฒŒ ํ•ด๊ฒฐํ•˜๋Š” ๋ฐฉ๋ฒ• ! ํ„ฐ๋ฏธ๋„์—์„œ ์•„๋ž˜์˜ ๋ช…๋ น์–ด๋ฅผ ์ž…๋ ฅํ•˜์—ฌ ์„ค์น˜ํ•ด ์ฃผ๋ฉด ๋œ๋‹ค xcode-select --install git ๋ช…๋ น์–ด๋ฅผ ํ†ตํ•ด ์ œ๋Œ€๋กœ ์„ค์น˜๋˜์—ˆ๋Š”์ง€ ํ™•์ธ๊นŒ์ง€ ํ•ด์ฃผ์—ˆ๋‹ค

[v-world] ์œ„๋„, ๊ฒฝ๋„ ๋ฐ v-world ์ขŒํ‘œ ์ถ”์ถœ

ํ˜„์žฌ ์ง„ํ–‰ํ•˜๊ณ  ์žˆ๋Š” ํ”„๋กœ์ ํŠธ์—์„œ ๋„๋กœ ์ขŒํ‘œ๋ฅผ ์ถ”์ถœํ•  ํ•„์š”๊ฐ€ ์žˆ์–ด v-world๋กœ ์ง„ํ–‰ํ•˜์˜€๋‹ค ์šฐ์„  html๊ณผ js๋กœ ๋งต์„ ์ƒ์„ฑํ•˜๊ณ  ํด๋ฆญํ•˜์˜€์„ ๋•Œ v-world์˜ ์ขŒํ‘œ์™€ ์œ„, ๊ฒฝ๋„๋ฅผ ์ฝ˜์†”์ฐฝ์— ์ถœ๋ ฅํ•  ์ˆ˜ ์žˆ๋„๋ก ๊ตฌํ˜„ํ–ˆ๋‹ค (๋˜ํ•œ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ๋„ !) ์ผ๋‹จ v-world ์‚ฌ์ดํŠธ์—์„œ ํšŒ์›๊ฐ€์ž… ํ›„ ์ธ์ฆํ‚ค ๋ฐœ๊ธ‰ ์‹ ์ฒญ์„ ํ•ด์ฃผ์–ด์•ผ ํ•œ๋‹ค ๊ณต๊ฐ„์ •๋ณด ์˜คํ”ˆํ”Œ๋žซํผ ์˜คํ”ˆAPI ์˜คํ”ˆ API ๋ˆ„๊ตฌ๋‚˜ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์ง€๋„ ์˜คํ”ˆํ”Œ๋žซํผ์˜ ์˜คํ”ˆ API ์„œ๋น„์Šค๋Š” ๊ตญ๊ฐ€ ๊ณต๊ฐ„์ •๋ณด์˜ ๊ฐœ๋ฐฉ, ๊ณต์œ , ์ฐธ์—ฌ๋ฅผ ํ†ตํ•ด ๊ณต๊ฐ„์ •๋ณด์˜ ์ž์œจ์ ์ด๊ณ  ์ฐฝ์กฐ์ ์ธ ๋‹ค์–‘ํ•œ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ๊ฐœ๋ฐœํ•  ์ˆ˜ ์žˆ๋„๋ก ๊ธฐ์ˆ  www.vworld.kr ๋‚˜์˜ ๊ฒฝ์šฐ ๋ฐ”๋กœ ์ธ์ฆํ‚ค๊ฐ€ ๋ฐœ๊ธ‰๋˜์—ˆ๋‹ค ์šฐ์„  ๊ฒฐ๊ณผ๋Š” ์•„๋ž˜์™€ ๊ฐ™๋‹ค html ์ฝ”๋“œ ๋„๋กœ๋ช… ์ง€๋ฒˆ ๊ฒ€์ƒ‰ ์ง€๋„ ๋กœ๋“œ๋ทฐ ์ƒ๊ถŒ JavaScript ์ฝ”๋“œ var vm..

๊ตฌ๊ธ€๋งต์—์„œ ์œ„๋„ ๊ฒฝ๋„ ์ถ”์ถœํ•˜๊ธฐ

๊ตฌ๊ธ€๋งต์—์„œ ์œ„๋„์™€ ๊ฒฝ๋„๋ฅผ ์ถ”์ถœํ•˜๋Š” ๋ฐฉ๋ฒ• ! Google ์ง€๋„ Google ์ง€๋„์—์„œ ์ง€์—ญ์ •๋ณด๋ฅผ ๊ฒ€์ƒ‰ํ•˜๊ณ  ์ง€๋„๋ฅผ ์‚ดํŽด๋ณด๊ฑฐ๋‚˜ ์šด์ „๊ฒฝ๋กœ ์ •๋ณด๋ฅผ ๊ฒ€์ƒ‰ํ•ฉ๋‹ˆ๋‹ค. www.google.co.kr ๊ตฌ๊ธ€๋งต์— ๋“ค์–ด๊ฐ„ ํ›„ ์œ„๋„, ๊ฒฝ๋„๋ฅผ ์–ป๊ณ  ์‹ถ์€ ์œ„์น˜๋กœ ์ด๋™ํ•œ๋‹ค ์šฐํด๋ฆญ > ์ด๊ณณ์ด ๊ถ๊ธˆํ•œ๊ฐ€์š”?๋ฅผ ํด๋ฆญํ•ด ์ฃผ๋ฉด ๋‹ค์Œ๊ณผ ๊ฐ™์ด ํšŒ์ƒ‰ ๋งˆํฌ๊ฐ€ ๋œจ๊ฒŒ ๋˜๊ณ  ์ด๊ฒƒ์„ ํด๋ฆญํ•˜๋ฉด ์œ„๋„์™€ ๊ฒฝ๋„๊ฐ€ ๋‚˜์˜จ๋‹ค ๋ !

[streamlit] python์œผ๋กœ ๊ฐ„๋‹จํ•˜๊ฒŒ ์›น์•ฑ ๋งŒ๋“ค๊ธฐ

streamlit์ด๋ž€ ! ํŒŒ์ด์ฌ์—์„œ ์ œ๊ณตํ•˜๋Š” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋กœ ์›น์•ฑ์„ ์‰ฝ๊ฒŒ ์ œ์ž‘ํ•  ์ˆ˜ ์žˆ๋‹ค Streamlit Docs Join the community Streamlit is more than just a way to make data apps, it's also a community of creators that share their apps and ideas and help each other make their work better. Please come join us on the community forum. We love to hear your questions docs.streamlit.io streamlit์˜ docs ! ์šฐ์„  streamlit ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ๋ฅผ ๋‹ค์šด๋กœ๋“œํ•œ๋‹ค pip install str..

[chatGPT] chatGPT API ์‚ฌ์šฉํ•˜๊ธฐ ๐Ÿซง

์บก์Šคํ†ค ์ค‘์— ์ฑ—๋ด‡ API๋ฅผ ์‚ฌ์šฉํ•  ์ผ์ด ์ƒ๊ฒจ์„œ ์‚ฌ์šฉํ•ด๋ณด์•˜๋‹ค! ์•„๋ž˜ ์‚ฌ์ดํŠธ์—์„œ ํšŒ์›๊ฐ€์ž…์„ ํ•ด์ค€๋‹ค OpenAI API An API for accessing new AI models developed by OpenAI platform.openai.com ์˜ค๋ฅธ์ชฝ ์ƒ๋‹จ ํ”„๋กœํ•„์—์„œ View API keys๋ฅผ click ! create new secret key ! ์ด๋•Œ ํ‚ค๋Š” ๋ฐœ๊ธ‰๋ฐ›๊ณ  ์ฒ˜์Œ์ด์ž ๋งˆ์ง€๋ง‰์œผ๋กœ ํ™•์ธ ๊ฐ€๋Šฅํ•˜๊ธฐ ๋•Œ๋ฌธ์— ์–ด๋”˜๊ฐ€์— ์ž˜ ์ €์žฅํ•ด๋‘์–ด์•ผ ํ•œ๋‹ค Usage์—์„œ ์‚ฌ์šฉ๋Ÿ‰ ํ™•์ธ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค์•„ ~ ๐Ÿก ๊ทธ๋ฆฌ๊ณ  ์ฝ”๋“œ ์ž‘์„ฑ ! ๋งค์šฐ ๊ฐ„๋‹จํ•ด์š” ^ใ…^ ์•„๋ž˜๋Š” ์ „์ฒด ์ฝ”๋“œ import openai API_KEY = '๋ฐœ๊ธ‰๋ฐ›์€ key ์ž…๋ ฅ' def callChatGPT(prompt, API_KEY=API_KEY): messages..

[์ถ”์ฒœ ์‹œ์Šคํ…œ] ๋ฉ”๋‰ด ์ถ”์ฒœ ์‹œ์Šคํ…œ (3)

์ €๋ฒˆ ๊ธ€ ์ดํ›„๋กœ ์‹œ๊ฐ„์ด ์ข€ ํ˜๋ €๋‹ค..! [์ถ”์ฒœ ์‹œ์Šคํ…œ] ๋ฉ”๋‰ด ์ถ”์ฒœ ์‹œ์Šคํ…œ (2)์ €๋ฒˆ ๊ธ€์—์„œ ์ด์–ด์ง‘๋‹ˆ๋‹ค ~ ์ €๋ฒˆ์— ์–ด๋–ค ๊ฑด ๊ฐ™์€ ์นดํ…Œ๊ณ ๋ฆฌ๊ฐ€ ์ œ๋Œ€๋กœ ๋ฝ‘ํžˆ๋Š”๋ฐ ์–ด๋–ค ๊ฑด ์•ˆ ๋ผ์„œ ์—ด์‹ฌํžˆ ์„œ์น˜ํ•ด๋ดค๋”๋‹ˆ...! CountVectorizer๊ฐ€ ์ž์ฒด์ ์œผ๋กœ ํ•œ ๊ธ€์ž์ธ ๊ฒฝ์šฐ์—๋Š” ๋”ฐ๋กœ ์นด์šดํŠธ๋ฅผ ํ•ด์ฃผ์ง€ ์•Š๋Š”hjkim5004.tistory.com์ผ๋‹จ ๋ฐ์ดํ„ฐ์…‹์— ์—†๋Š” ๋ฉ”๋‰ด๋ช…์ด ๋“ค์–ด์™”์„ ๋•Œ ์นดํ…Œ๊ณ ๋ฆฌ๋‚˜ ๋ฉ”๋‰ด๋ช…์— ๋”ฐ๋ผ ๋ฉ”๋‰ด๋ฅผ ์ถ”์ฒœํ•ด์ฃผ๋Š” ๊ธฐ๋Šฅ์ด ํ•„์š”ํ•˜๋‹ค! (์œ„ ๊ธ€์—์„œ๋Š” ๋ฐ์ดํ„ฐ์…‹์— ์žˆ๋Š” ๋ฉ”๋‰ด์™€ ์œ ์‚ฌํ•œ ๋ฉ”๋‰ด๋“ค์„ ์ถ”์ฒœ) NLP ์‚ฌ์šฉํ•˜๊ฑฐ๋‚˜ ์ฑ—๋ด‡ api๋ฅผ ์‚ฌ์šฉํ•ด์„œ ๊ตฌํ˜„ํ•˜๋ ค๋‹ค๊ฐ€ ์ œ์ผ ๊ฐ„๋‹จํ•˜๊ฒŒ ๊ทœ์น™๊ธฐ๋ฐ˜์œผ๋กœ ๊ตฌํ˜„ํ•˜๊ธฐ๋กœ ๊ฒฐ์ •ํ–ˆ๋‹ค (์‚ฌ์‹ค ๋ฉฐ์น  ๋’ค์— ๋ฐ”๋กœ chatGPT API ์‚ฌ์šฉํ•˜๋Š” ๊ฒƒ์œผ๋กœ ๋ณ€๊ฒฝ๋๋‹ค ํžˆํžˆ / ๊ทผ๋ฐ ์งฑ ์‰ฌ์›Œ) ๊ทธ๋ž˜์„œ ์ผ๋‹จ ์ƒˆ๋กญ๊ฒŒ ์ž…๋ ฅ๋œ ๋ฉ”๋‰ด..

[์ถ”์ฒœ ์‹œ์Šคํ…œ] ๋ฉ”๋‰ด ์ถ”์ฒœ ์‹œ์Šคํ…œ (2)

์ €๋ฒˆ ๊ธ€์—์„œ ์ด์–ด์ง‘๋‹ˆ๋‹ค ~ ์ €๋ฒˆ์— ์–ด๋–ค ๊ฑด ๊ฐ™์€ ์นดํ…Œ๊ณ ๋ฆฌ๊ฐ€ ์ œ๋Œ€๋กœ ๋ฝ‘ํžˆ๋Š”๋ฐ ์–ด๋–ค ๊ฑด ์•ˆ ๋ผ์„œ ์—ด์‹ฌํžˆ ์„œ์น˜ํ•ด๋ดค๋”๋‹ˆ...! CountVectorizer๊ฐ€ ์ž์ฒด์ ์œผ๋กœ ํ•œ ๊ธ€์ž์ธ ๊ฒฝ์šฐ์—๋Š” ๋”ฐ๋กœ ์นด์šดํŠธ๋ฅผ ํ•ด์ฃผ์ง€ ์•Š๋Š”๋‹ค๊ณ  ํ•œ๋‹ค.. ์•„๋งˆ ์˜์–ด์—์„œ๋Š” ํ•œ ๊ธ€์ž์ธ ๊ฒฝ์šฐ์—๋Š” ์ค‘์š”ํ•œ ์˜๋ฏธ๊ฐ€ ์—†์–ด์„œ ๊ทธ๋Ÿฐ ๊ฒƒ ๊ฐ™๋‹ค.. ๊ทธ์น˜๋งŒ ๋‚ด ๋ฐ์ดํ„ฐ์…‹์€ ํ•œ๊ธ€์ด๊ณ  ๋–ก, ๊ตญ, ํƒ•, ์ „, ์ฐœ, ๋ฉด ๋“ฑ๋“ฑ ํ•œ ๊ธ€์ž์ธ ๊ฒƒ๋“ค๋„ ๋งค์šฐ ๋งŽ๊ณ .. ,๋‚˜ ๊ณต๋ฐฑ, /๊ฐ€ ํฌํ•จ๋œ ํ…์ŠคํŠธ๋„ ์ธ์‹ํ•ด์ฃผ์ง€ ์•Š๋Š”๋‹ค๋Š” ๊ฒƒ์„ ํ™•์ธํ•ด์„œ ๋”ฐ๋กœ ๋ฐ์ดํ„ฐ ๊ฐ’์„ ๋ณ€๊ฒฝํ•ด์ฃผ์—ˆ๋‹ค import pandas as pd df = pd.read_csv('food_list.csv',encoding='cp949') data = df[['๊ตฌ๋ถ„', '์Œ์‹๋ช…']] # ํ•„์š”ํ•œ ๋ฐ์ดํ„ฐ๋งŒ ๊ฐ€์ ธ์˜ค๊ธฐ for i in ra..