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pytube ์˜ค๋ฅ˜ pytube ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์„ค์น˜ ํ›„ ์ฝ”๋“œ ์‹คํ–‰ํ•˜๋‹ˆ ์•„๋ž˜์™€ ๊ฐ™์€ ์—๋Ÿฌ 2๊ฐ€์ง€ ๋ฐœ์ƒ cipher.py ์˜ค๋ฅ˜ cipher.py ์ฝ”๋“œ ์ˆ˜์ • ๊ฒฝ๋กœ ์œˆ๋„์šฐ : C:/ProgramData\Anaconda3\Lib\site-packages/pytube ๋งฅ : spotlight ๊ฒ€์ƒ‰ or ํด๋” Users/[Username]/opt/anaconda3/lib/python3.9/site-packages/pytube https://github.com/pytube/pytube/issues/1281 ์ฐธ๊ณ  # ์˜ค๋ฆฌ์ง€๋‚  ์ฝ”๋“œ nfunc=function_match.group(1)) # ๋ฐ”๊พผ ์ฝ”๋“œ nfunc=re.escape(function_match.group(1))) # ์˜ค๋ฆฌ์ง€๋‚  ์ฝ”๋“œ nfunc=function_match.group(1).. 2022. 10. 30.
ROUGE score ROUGE score ROUGE Recall-Oriented Understudy for Gisting Evaluation ํ…์ŠคํŠธ ์š”์•ฝ ๋ชจ๋ธ์˜ ์„ฑ๋Šฅ ํ‰๊ฐ€ ์ง€ํ‘œ. ํ…์ŠคํŠธ ์ž๋™ ์š”์•ฝ, ๊ธฐ๊ณ„ ๋ฒˆ์—ญ ๋“ฑ ์ž์—ฐ์–ด ์ƒ์„ฑ ๋ชจ๋ธ์˜ ์„ฑ๋Šฅ์„ ํ‰๊ฐ€ํ•˜๊ธฐ ์œ„ํ•œ ์ง€ํ‘œ์ด๋ฉฐ, ๋ชจ๋ธ์ด ์ƒ์„ฑํ•œ ์š”์•ฝ๋ณธ ํ˜น์€ ๋ฒˆ์—ญ๋ณธ์„ ์‚ฌ๋žŒ์ด ๋ฏธ๋ฆฌ ๋งŒ๋“ค์–ด ๋†“์€ ์ฐธ์กฐ๋ณธ๊ณผ ๋Œ€์กฐํ•ด ์„ฑ๋Šฅ ์ ์ˆ˜๋ฅผ ๊ณ„์‚ฐ if ์‹œ์Šคํ…œ ์š”์•ฝ(๋ชจ๋ธ ์ƒ์„ฑ ์š”์•ฝ) : the cat was found under the bed ์ฐธ์กฐ์š”์•ฝ(Gold standard, ๋Œ€๊ฒŒ ์‚ฌ๋žŒ์ด ์ง์ ‘ ๋งŒ๋“  ์š”์•ฝ) : the cat was under the bed ๋ชจ๋ธ์ด ์ƒ์„ฑํ•œ ์‹œ์Šคํ…œ ์š”์•ฝ๊ณผ ์‚ฌ๋žŒ์ด ๋งŒ๋“ค์–ด ๋†“์€ ์ฐธ์กฐ ์š”์•ฝ ๊ฐ„ ๊ฒน์น˜๋Š” ๋‹จ์–ด ์ด 6๊ฐœ ํ•˜์ง€๋งŒ ์ด 6์ด๋ผ๋Š” ์ˆซ์ž๋Š” ์„ฑ๋Šฅ ์ง€ํ‘œ(Metric)๋กœ ๋ฐ”๋กœ ์‚ฌ์šฉํ•˜๊ธฐ์— ์ ํ•ฉํ•˜.. 2022. 10. 30.
[ํŒŒ์ด์ฌ/๋จธ์‹ ๋Ÿฌ๋‹] ๋ณดํ—˜๋ฃŒ ์˜ˆ์ธกํ•˜๊ธฐ - ์ „์ฒ˜๋ฆฌ ๋ณดํ—˜๋ฃŒ ์˜ˆ์ธกํ•˜๊ธฐ - ์ „์ฒ˜๋ฆฌ https://www.kaggle.com/datasets/mirichoi0218/insurance # ํ•„์š”ํ•œ ํŒŒ์ด์ฌ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ import pandas as pd import numpy as np import seaborn as sns import missingno from sklearn.model_selection import train_test_split, GridSearchCV from sklearn.impute import SimpleImputer import matplotlib.pyplot as plt from sklearn.preprocessing import MinMaxScaler from sklearn.preprocessing import StandardScale.. 2022. 10. 21.
YouTube ๋‰ด์Šค ์ •๋ณด ํš๋“ ์„œ๋น„์Šค - ๋™์˜์ƒ ์š”์•ฝ, ํ…์ŠคํŠธ ์ถ”์ถœ ์œ ํŠœ๋ธŒ ๋™์˜์ƒ ์š”์•ฝ, ํ‚ค์›Œ๋“œ ์ถ”์ถœ 1. ๊ธฐํš ์˜๋„ ์˜จ๋ผ์ธ ๋™์˜์ƒ ํ”Œ๋žซํผ ์ด์šฉ์ด ํ™•๋Œ€ ๋˜๊ณ  ์ •๋ณด๋„ ์ด ๊ฒฝ๋กœ๋ฅผ ํ†ตํ•ด ์ •๋ณด๋ฅผ ๋งŽ์ด ์–ป๊ณ  ์žˆ๋‹ค. ์‚ฌ์šฉ์ž๋“ค์˜ ์ธ์‹๋„ ๋ณ€ํ™”๋˜์–ด ์–ธ๋ก ์œผ๋กœ ์ธ์‹ํ•˜๋Š” ๋น„์œจ์ด ํ™•๋Œ€๋˜๊ณ  ์žˆ๋‹ค. ์œ ํŠœ๋ธŒ๋ฅผ ํ†ตํ•œ ์ •๋ณด ๊ฒ€์ƒ‰ ์„œ๋น„์Šค๋ฅผ ๋งŽ์ด ์‚ฌ์šฉํ•˜์ง€๋งŒ ๋™์˜์ƒ์„ ์ฒ˜์Œ๋ถ€ํ„ฐ ๋ด์•ผํ•˜๊ณ , ์›ํ•˜๋Š” ์ •๋ณด๋ฅผ ํ•œ๋ฒˆ์— ์–ป๊ธฐ์—๋Š” ์กฐ๊ธˆ ์–ด๋ ค์›€์ด ์žˆ๋‹ค. ๊ทธ๋ž˜์„œ ์˜์ƒ์„ ๋‹ค ๋ณด์ง€์•Š๊ณ  ์›ํ•˜๋Š” ์œ ํŠœ๋ธŒ ๋™์˜์ƒ์„ ์š”์•ฝํ•˜๊ณ , ํ‚ค์›Œ๋“œ ์ถ”์ถœ์„ ํ†ตํ•ด ๊ฐ„๋‹จํ•˜๊ฒŒ ์ •๋ณด ์ œ๊ณต์„ ํ•˜๊ณ  QA(Question Answering)์„ ํ†ตํ•ด ์ •๋ณด ๊ฒ€์ƒ‰๊ณผ ๊ฐ„๋‹จํ•œ ํ€ด์ฆˆ๋ฅผ ์ œ๊ณตํ•˜๋ฉด ์–ด๋–จ๊นŒ? 2. ์œ ํŠœ๋ธŒ ํ…์ŠคํŠธ ์ถ”์ถœ(์ž๋ง‰์ด ์žˆ๋Š” ๊ฒฝ์šฐ) pytube ์œ ํŠœ๋ธŒ URL ์ž…๋ ฅ -> ์–ธ์–ด ์ฝ”๋“œ ์„ ํƒ('ko.7XP2tGORuV4') -> ์ „์ฒ˜๋ฆฌ(๋ถˆ์šฉ์–ด) -> ํ…์ŠคํŠธ ์ถ”์ถœ fro.. 2022. 10. 18.