๋ณธ๋ฌธ ๋ฐ”๋กœ๊ฐ€๊ธฐ

Embeding layer1

[๋”ฅ๋Ÿฌ๋‹] Embeding Layer / ์ฐจ์›์˜ ์ €์ฃผ (curse of dimensionality) /์ž์—ฐ์–ด ์ฒ˜๋ฆฌ / ๋‹จ์–ด ๋ฐฑํ„ฐํ™” [๋”ฅ๋Ÿฌ๋‹] Embeding Layer / ์ฐจ์›์˜ ์ €์ฃผ (curse of dimensionality) /์ž์—ฐ์–ด ์ฒ˜๋ฆฌ / ๋‹จ์–ด ๋ฐฑํ„ฐํ™” ์ฐจ์›์˜ ์ €์ฃผ (curse of dimensionality) I am a boy and I am not a girl ์œ„ ๋ฌธ์žฅ์˜ ๊ฐ๊ฐ์˜ ๋‹จ์–ด๋“ค์— ๊ณ ์œ ์˜ ์ˆซ์ž๋ฅผ ์ค˜๋ณด์•˜๋‹ค. I -> 0 am -> 1 a -> 2 boy -> 3 and -> 4 not -> 5 girl ->6 ์ด ์ˆซ์ž๋“ค์„ one-hot encording์„ ํ•ด์ค˜์•ผํ•œ๋‹ค. ์™œ๋ƒํ•˜๋ฉด ๊ฐ๊ฐ์˜ ์ˆซ์ž์— ์—ฐ๊ด€์„ฑ์„ ์—†์• ์ฃผ๊ธฐ ์œ„ํ•ด์„œ์ด๋‹ค. ์˜ˆ๋ฅผ ๋“ค๋ฉด am + a = boy ์ด๋Ÿฐ์‹์œผ๋กœ ๊ด€๊ณ„๊ฐ€ ์ง€์–ด์ ธ์„œ ์ด์ƒํ•œ ํ•ด์„์„ ํ•  ์ˆ˜ ์žˆ๊ธฐ ๋•Œ๋ฌธ์ด๋‹ค. one-hot encording์„ ํ•ด์ฃผ๋ฉด I -> [1, 0, 0, 0, 0, 0, 0 ] am ->.. 2022. 2. 23.
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