๐Ÿ“• CS224n Lecture 5 Dependency Parsing

April 20, 2019

CS224n ๋‹ค์„ฏ๋ฒˆ์งธ ๊ฐ•์˜๋ฅผ ๋“ฃ๊ณ  ์ •๋ฆฌํ•œ ํฌ์ŠคํŠธ! Assignment 2๊ฐ€ ๋๋‚ฌ๊ณ , Assignment 3๊ฐ€ ์‹œ์ž‘๋˜์—ˆ๋‹ค.

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๐Ÿ‘จโ€๐Ÿ’ป CS224n assignments 1 & 2

April 18, 2019

cs224n ์Šคํ„ฐ๋””๋ฅผ ํ•˜๋ฉด์„œ ๋‚˜์˜ค๋Š” ๊ณผ์ œ๋“ค๋„ ๊ฐ™์ด ํ•˜๊ธฐ๋กœ ํ—€๋‹ค. ๊ทธ๋ž˜์„œ 1, 2์ฃผ์ฐจ ๊ณผ์ œ๋ฅผ ๋ชฐ์•„์„œ ํ•ด๋ดค๋‹ค. ๊ณผ์ œ๋ฅผ ํ•˜๋ฉด์„œ ๋‚ด๊ฐ€ ๋‹ค์‹œ ๋ด์•ผํ•  ๋‚ด์šฉ๊ฐ™์€ ๊ฒƒ์„ ์ ์–ด๋†“์•˜๋‹ค.

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๐Ÿ“— Deep Learning Chapter 2 Linear Algebra

April 18, 2019

Ian Goodfellow์˜ Deep Learning ์ฑ…์„ ๋ณด๊ธฐ ์‹œ์ž‘ํ–ˆ๋‹ค. ํ•ด๋‹น ์ฑ…์— ๋Œ€ํ•ด ์ถ”์ฒœ์„ ๋งŽ์ด ๋ฐ›์•˜๊ณ , ๋งˆ์นจ ์ถœํŒ์‚ฌ ์ด๋ฒคํŠธ๋กœ ์ฐธ๊ฐ€ํ•ด์„œ ๋ฒˆ์—ญ๋ณธ๋„ ์šด ์ข‹๊ฒŒ ์ง‘์— ์žˆ์—ˆ๊ธฐ ๋•Œ๋ฌธ์— ์ค‘์š”ํ•œ ๋ถ€๋ถ„๋งŒ ๊ณจ๋ผ์„œ ์ •๋ฆฌํ•ด๋ณธ๋‹ค!

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๐Ÿ“• CS224n Lecture 4 Backpropagation

April 13, 2019

CS224n ๋„ค๋ฒˆ์งธ ๊ฐ•์˜๋ฅผ ๋“ฃ๊ณ  ์ •๋ฆฌํ•œ ํฌ์ŠคํŠธ!! ์ด๋ฒˆ ๊ฐ•์˜๋Š” ๋‹ค๋ฅธ ๊ฐ•์˜๋ฅผ ๋“ค์œผ๋ฉด์„œ ๋งŽ์ด ๋ณด์•˜๋˜ ๋‚ด์šฉ์ด๊ณ  ๋งŽ์ด ๋‹ค๋ฅผ ๊ฒƒ์ด ์—†๋‹ค ์ƒ๊ฐํ•˜๊ณ  ๋ณ„ ๊ธฐ๋Œ€์—†์ด ๋“ค์—ˆ๋‹ค.

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๐Ÿ“ƒ GloVe ๋…ผ๋ฌธ ์ •๋ฆฌํ•ด๋ณด๊ธฐ

April 8, 2019

์ด ๋…ผ๋ฌธ์€ cs224n ๊ฐ•์˜ 2๊ฐ•์—์„œ suggested readings๋กœ ์ถ”์ฒœ๋œ ๋…ผ๋ฌธ์ด๋‹ค. ์Šคํƒ ํฌ๋“œ์—์„œ ์ž‘์„ฑํ•œ ๋…ผ๋ฌธ์ด๊ณ , ์˜๋ฏธ๊ถŒ์—์„œ ๋ฒ ์ด์Šค๋กœ ํ™œ์šฉ์ด ๋งŽ์ด ๋œ๋‹ค๊ณ  ํ•ด์„œ ๋”ฐ๋กœ ์ •๋ฆฌ๋ฅผ ํ•ด๋ณด๊ธฐ๋กœ ํ—€๋‹ค! ์‚ฌ์‹ค ์ด๋ฒˆ ํฌ์ŠคํŠธ๋Š” ๋‚ด๊ฐ€ ๋‹ค์‹œ ๋ณด๊ธฐ ์œ„ํ•ด ๊ฐ„๋‹จํ•˜๊ฒŒ...

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๐Ÿ“ƒ Negative Sampling ๋…ผ๋ฌธ ์ •๋ฆฌํ•ด๋ณด๊ธฐ

April 7, 2019

cs224n์„ ๊ณต๋ถ€ํ•˜๋ฉด์„œ ๊ด€๋ จ๋œ ๋…ผ๋ฌธ์ด suggested readings์— ์žˆ์–ด์„œ ์ฒœ์ฒœํžˆ ์ฝ์–ด๋ณด๋Š” ์ค‘์ธ๋ฐ ์ด๋ฒˆ์— ์ฝ์€ ๋…ผ๋ฌธ์€ negative sampling์œผ๋กœ ์œ ๋ช…ํ•œ Distributed Representations of Words and Phrases and their Compositionality์ด๋‹ค.

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๐Ÿš€ jekyll ์†๋„ ์˜ฌ๋ฆฌ๊ธฐ

April 7, 2019

๊ฐœ์ธ ๋ธ”๋กœ๊ทธ๋กœ github pages์™€ jekyll์„ ์‚ฌ์šฉํ•˜๊ณ  ๋‚˜์„œ๋ถ€ํ„ฐ ๋กœ์ปฌ์—์„œ jekyll์„ ๋Œ๋ฆฌ๋ฉด์„œ ํฌ์ŠคํŠธ๊ฐ€ ์ œ๋Œ€๋กœ ์ž‘์„ฑ๋˜์—ˆ๋Š”์ง€ ํ‘ธ์‰ฌํ•˜๊ธฐ ์ „ ๋งค๋ฒˆ ํ™•์ธํ•˜๊ณ  ์žˆ๋‹ค. ๋ณดํ†ต ๋‚˜๋Š” ํฌ์ŠคํŠธ๋ฅผ _drafts ํด๋”์— ์šฐ์„  ๋„ฃ์–ด๋†“๊ณ  ์ž‘์„ฑํ•˜๋Š” ํŽธ์ด๋ผ, ๋“œ๋ž˜ํ”„ํŠธ๊นŒ์ง€...

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