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Repository files navigation

์ถœํŒ๋ฌผ ์ œ์ž‘ ์—…๋ฌด๋ฅผ ๋•๋Š” ๋ช…๋ นํ–‰ ์Šคํฌ๋ฆฝํŠธ๋“ค์ž…๋‹ˆ๋‹ค.

  • ๊ณตํ†ต ์š”๊ตฌ์‚ฌํ•ญ

  • ํ•œ๊ตญ์–ด ์›๊ณ  ๊ต์ •

    • correct.py : ๋งž์ถค๋ฒ•๊ณผ ๋ฌธ์ฒด ๊ฒ€์‚ฌ
    • spellchk.py : ๋งž์ถค๋ฒ• ๊ฒ€์‚ฌ
    • stylechk.py : ๋ฌธ์ฒด ๊ฒ€์‚ฌ
  • ํ•œ๊ตญ์–ด ๋†’์ž„๋ฒ•

    • hae.py : ํ•ด์ฒด๋กœ ๋ณ€ํ™˜
    • haera.py : ํ•ด๋ผ์ฒด๋กœ ๋ณ€ํ™˜
    • haeyo.py : ํ•ด์š”์ฒด๋กœ ๋ณ€ํ™˜
    • hasipsio.py : ํ•˜์‹ญ์‹œ์˜ค์ฒด๋กœ ๋ณ€ํ™˜
  • ์™ธ๋ž˜์–ด/์™ธ๊ตญ์–ด

    • pyko.py : ์ค‘๊ตญ์–ด ๋ณ‘์Œ์„ ํ•œ๊ตญ์–ด๋กœ ํ‘œ๊ธฐ
    • p2a.py : ์˜์–ด ์ˆ˜๋™ํƒœ๋ฅผ ๋Šฅ๋™ํƒœ๋กœ ๋ณ€ํ™˜
    • indian.py, indiantree.py : ์˜๋ฌธ์œผ๋กœ ํ‘œ๊ธฐ๋œ ์ธ๋„์–ด๋ฅผ ํ•œ๊ตญ์–ด๋กœ ํ‘œ๊ธฐ
  • ๋งˆ์ดํฌ๋กœ์†Œํ”„ํŠธ ์›Œ๋“œ

    • doc2docx.py : doc ํŒŒ์ผ์„ docx ํŒŒ์ผ๋กœ ์ผ๊ด„ ๋ณ€ํ™˜ (Windows ์ „์šฉ)
    • exfigs.py : docx ํŒŒ์ผ์—์„œ ์ด๋ฏธ์ง€ ํŒŒ์ผ์„ ์ผ๊ด„ ์ถ”์ถœ
    • openall.py : ํ˜„์žฌ ๊ฒฝ๋กœ์˜ ๋ชจ๋“  docx ํŒŒ์ผ์„ ์—ด๊ธฐ (Windows ์ „์šฉ)
    • pgcnt.py: docx ํŒŒ์ผ์˜ ํŽ˜์ด์ง€ ์ˆ˜ ์„ธ๊ธฐ
    • termlist.py : docx ํŒŒ์ผ์— ๊ตญ์˜๋ฌธ ๋ณ‘๊ธฐ๋œ ์šฉ์–ด์˜ ๋ชฉ๋ก์„ ์ถœ๋ ฅ
  • ํŒŒ์ผ ๊ด€๋ฆฌ

    • mvfig.py : ๊ทธ๋ฆผ ํŒŒ์ผ๋ช… ์ผ๊ด„ ๋ณ€๊ฒฝ
  • PDF

    • pdf_merge.py : PDF ํŒŒ์ผ ๋ณ‘ํ•ฉ
    • pdf2docx.py : PDF ํŒŒ์ผ์„ docx ํŒŒ์ผ๋กœ ๋ณ€ํ™˜
    • pdftotext.py : PDF ํŒŒ์ผ์„ txt ํŒŒ์ผ๋กœ ๋ณ€ํ™˜
    • searchable.py : ๊ฒ€์ƒ‰ ๊ฐ€๋Šฅํ•œ PDF ํŒŒ์ผ์„ ์ƒ์„ฑ
  • ์›น

    • yes24.py : ์˜ˆ์Šค24 ๋„์„œ ๊ฒ€์ƒ‰
    • yesblog.py : YES ๋ธ”๋กœ๊ทธ ๋ณธ๋ฌธ ์ถ”์ถœ
    • wikidocs.py : ์œ„ํ‚ค๋…์Šค ์ฑ…์˜ ๋ชฉ์ฐจ ๋ฐ ๋ณธ๋ฌธ ์ถ”์ถœ
    • wikipedia.py : ์œ„ํ‚ค๋ฐฑ๊ณผ์˜ ๋ณธ๋ฌธ ์ถ”์ถœ
  • ๋ฒˆ์—ญ

  • ๊ธฐํƒ€

    • sort.py : ์ž…๋ ฅ๋ฐ›์€ ํ–‰๋“ค์„ ์˜ค๋ฆ„์ฐจ์ˆœ์œผ๋กœ ์ •๋ ฌํ•˜์—ฌ ์ถœ๋ ฅ

๊ณตํ†ต

์š”๊ตฌ์‚ฌํ•ญ:

ํŒ:

correct.py

์›๊ณ (docx ํŒŒ์ผ)์—์„œ ๊ทœ์น™์„ ์ค€์ˆ˜ํ•˜๋Š”์ง€ ๊ฒ€์‚ฌํ•ฉ๋‹ˆ๋‹ค.

๊ด€๋ จ ํŒŒ์ผ:

์š”๊ตฌ์‚ฌํ•ญ:

  • docx ํŒŒ์ผ์„ ๊ฒ€์‚ฌํ•˜๋ ค๋ฉด docx2txt๋ฅผ ์„ค์น˜(pip install docx2txt)
  • PDF ํŒŒ์ผ์„ ๊ฒ€์‚ฌํ•˜๋ ค๋ฉด Xpdf ๋ช…๋ นํ–‰ ๋„๊ตฌ๋ฅผ ์„ค์น˜
  • HWP ํŒŒ์ผ์„ ๊ฒ€์‚ฌํ•˜๋ ค๋ฉด
    • pip3 install pyhwp
    • hwp5txt๋ฅผ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๊ฒŒ PATH ํ™˜๊ฒฝ๋ณ€์ˆ˜์— ๊ฒฝ๋กœ๋ฅผ ๋“ฑ๋ก
  • ํ’ˆ์‚ฌ ๊ฒ€์‚ฌ ๊ธฐ๋Šฅ์„ ์ด์šฉํ•˜๋ ค๋ฉด
    • pip3 install --force-reinstall git+git://github.com/ychoi-kr/konlpy.git

์‚ฌ์šฉ๋ฒ•:

์•„๋ž˜์ฒ˜๋Ÿผ ํ•ด๋„ ๋˜๊ณ ,

cd <์›๊ณ ๊ฐ€ ์žˆ๋Š” ํด๋”>
python3 correct.py "Mastering_PyTorch_ํŽธ์ง‘๋ณธ_20211104.docx"

ํŒŒ์ด์ฌ ์Šคํฌ๋ฆฝํŠธ๊ฐ€ ์ž๋™ ์‹คํ–‰ ๊ฐ€๋Šฅํ•œ ํ™˜๊ฒฝ์—์„œ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์ด ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

correct "Mastering_PyTorch_ํŽธ์ง‘๋ณธ_20211104.docx"

ํŒŒ์ผ์ด ์—ด๋ ค ์žˆ์œผ๋ฉด ์•ˆ ๋˜๋ฏ€๋กœ ์›Œ๋“œ ํŒŒ์ผ์„ ๋‹ซ๊ฑฐ๋‚˜ ์ฝ๊ธฐ ์ „์šฉ์œผ๋กœ ๋ฐ”๊พผ ํ›„ ์‹คํ–‰ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์‹คํ–‰ ๊ฒฐ๊ณผ๋Š” ๋‹ค์Œ๊ณผ ๋น„์Šทํ•˜๊ฒŒ ๋‚˜์˜ต๋‹ˆ๋‹ค.

* ์ดˆ๋ณด์ž๊ฐ€ ์ „๋ฌธ๊ฐ€๋กœ ์„ฑ์žฅํ•˜๊ธฐ ์œ„ํ•ด ํ™œ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์ž์›์€ ๋ฌดํ•œํžˆ ๋งŽ๋‹ค.
                        ^
  => ~๊ธฐ ์œ„ํ•ด ํ™œ์šฉํ•  โ†’ ~๋Š” ๋ฐ ํ™œ์šฉํ•     (rule204_-์œ„ํ•ด)


* ์‹œ๊ทธ๋ชจ์ด๋“œ์™€๋Š” ๋‹ค๋ฅด๊ฒŒ TanH ํ™œ์„ฑํ™” ํ•จ์ˆ˜์˜ ๊ฒฝ์šฐ ์ถœ๋ ฅ๊ฐ’ ๋Š” -1๊ณผ 1 ์‚ฌ์ด์˜ ๊ฐ’์„ ๊ฐ–๋Š”๋‹ค.
                                                                          ^
  => ~์„ ๊ฐ–๋Š”๋‹ค โ†’ ~์ด ์žˆ๋‹ค      (rule213_์˜์–ด์˜ have์—์„œ ๋น„๋กฏ๋œ '๊ฐ€์ง€๋‹ค')

(์ƒ๋žต)

* ์—ฌ๊ธฐ์„œ๋„ ํ•„๊ธฐ์ฒด ์ˆซ์ž ๋ถ„๋ฅ˜๊ธฐ๋ฅผ ํ›ˆ๋ จ์‹œํ‚ค๋Š” ๋น„์Šทํ•œ ์‹ค์Šต์„ ํ–ˆ๋‹ค.
                                                      ^
  => ~์„ ํ–ˆ๋‹ค    (rule105_๋ถˆํ•„์š”ํ•œ ์กฐ์‚ฌ๋ฅผ ๋บ€๋‹ค : ์‹คํ–‰์„ ํ•œ๋‹ค โ†’ ์‹คํ–‰ํ•œ๋‹ค, ๋„์ž…์„ ํ–ˆ๋‹ค โ†’ ๋„์ž…ํ–ˆ๋‹ค, ์ปดํŒŒ์ผ์ด ๋˜์ง€๋งŒ โ†’ ์ปดํŒŒ์ผ๋˜์ง€๋งŒ)


=== Summary ===
rule002_๋‹ค์šด๋กœ๋“œํ•˜๋‹ค ==> count: 1
rule101_๊ฐ„๊ฒฐํ•˜๊ฒŒ ์“ด๋‹ค ==> count: 1
rule102_๋˜๋„๋ก ์ˆ˜๋™ํƒœ ํ‘œํ˜„์ด๋‚˜ ์‚ฌ์—ญํ˜• ํ‘œํ˜„์€ ์“ฐ์ง€ ์•Š๋Š”๋‹ค ==> count: 9
rule103_๊ฐ€๊ธ‰์  ์‰ฌ์šด ํ‘œํ˜„์„ ์“ด๋‹ค ==> count: 51
...
rule222_๊ฐ๊ฐ์˜ ==> count: 4
rule224_์ƒ๋žตํ•ด์•ผ ํ•˜๋Š” ํ‘œํ˜„ ==> count: 17

ํ‘œ์ค€ ์ž…๋ ฅ์„ ๋ฐ›์•„์„œ ๊ต์ •ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

$ echo "ํ”„๋กœ๊ทธ๋ž˜๋ฐ์ด ๋ญ๋ƒ๊ตฌ์š”? ์†Œํ”„ํŠธ์›จ์–ด๋ฅผ ๋งŒ๋“œ๋Š” ๊ฒƒ์ด ํ”„๋กœ๊ทธ๋ž˜๋ฐ์ž…๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ , ์ปดํ“จํ„ฐ๊ฐ€ ์•Œ์•„๋“ฃ๋Š” ๋ง์„ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ์–ธ์–ด๋ผ๊ณ  ํ•˜์ง€์š”." | correct.py
ํ”„๋กœ๊ทธ๋ž˜๋ฐ์ด ๋ญ๋ƒ๊ตฌ์š”?

             ^
   => ๋ญ๋ƒ๊ตฌ์š”? โ†’  ๋ญ๋ƒ๊ณ ์š”?	 (spel2000_๊ตญ์–ด์˜ ์˜ค์šฉ ์‚ฌ๋ก€ ๋ชจ์Œ - ์–ด๋ฌธ ๊ทœ๋ฒ” ์ค€์ˆ˜ ์‹คํƒœ ์กฐ์‚ฌ(์•„๋™๋„์„œ), 2001 : https://www.korean.go.kr/front/etcData/etcDataView.do?mn_id=46&etc_seq=52&pageIndex=50)

๊ทธ๋ฆฌ๊ณ , ์ปดํ“จํ„ฐ๊ฐ€ ์•Œ์•„๋“ฃ๋Š” ๋ง์„ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ์–ธ์–ด๋ผ๊ณ  ํ•˜์ง€์š”.

^
   => ๊ทธ๋ฆฌ๊ณ , โ†’  ๊ทธ๋ฆฌ๊ณ 	 (0079918_์‰ผํ‘œ, ๋ฐ˜์  : https://wikidocs.net/79918)

ํŒ:

  • ์‹คํ–‰ ๊ฒฐ๊ณผ๋ฅผ ํŒŒ์ผ๋กœ ์ €์žฅํ•˜๋ ค๋ฉด ๋ฆฌ๋‹ค์ด๋ ‰์…˜์„ ์ด์šฉํ•˜๋ฉด ๋ฉ๋‹ˆ๋‹ค. ์˜ˆ๋ฅผ ๋“ค์–ด, python3 correct.py > report๋ฅผ ์‹คํ–‰ํ•˜๋ฉด report ํŒŒ์ผ์— ํ…์ŠคํŠธ๋กœ ์ €์žฅ๋˜๊ณ , ๋ฉ”๋ชจ์žฅ์œผ๋กœ ์—ด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์›Œ๋“œ ํŒŒ์ผ์„ ํŽธ์ง‘ ์ค‘์ผ ๋•Œ ๋‹ค๋ฅธ ํ”„๋กœ๊ทธ๋žจ์—์„œ ๋™์‹œ์— ์—ด ์ˆ˜ ์—†์ง€๋งŒ, ๋‹ค๋ฅธ ์ปดํ“จํ„ฐ์—์„œ OneDrive๋กœ ๋™๊ธฐํ™”๋œ ํŒŒ์ผ์„ ์—ด ์ˆ˜๋Š” ์žˆ์Šต๋‹ˆ๋‹ค. ๋”ฐ๋ผ์„œ ์ปดํ“จํ„ฐ๊ฐ€ ๋‘ ๋Œ€ ์žˆ๋‹ค๋ฉด ํ•œ ๋Œ€๋กœ๋Š” python3 correct.py | more๋กœ ํ™•์ธํ•˜๋ฉด์„œ ๋‹ค๋ฅธ ์ปดํ“จํ„ฐ๋กœ ์›Œ๋“œ ํŒŒ์ผ์„ ํŽธ์ง‘ํ•˜๋Š” ์‹์œผ๋กœ ์ž‘์—…ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • correct.py๋กœ ๋ชจ๋“  ๊ฒ€์‚ฌ๋ฅผ ํ•œ ๋ฒˆ์— ํ•ด๋„ ๋˜์ง€๋งŒ, spellchk.py๋กœ ๋งž์ถค๋ฒ•์„ ๊ฒ€์‚ฌํ•ด์„œ ์ˆ˜์ •ํ•œ ํ›„ stylechk.py๋กœ ๋ฌธ์ฒด๋ฅผ ๊ฒ€์‚ฌํ•˜๋ฉด ๋” ์ข‹์Šต๋‹ˆ๋‹ค.
  • find ๋ช…๋ น์œผ๋กœ ์—ฌ๋Ÿฌ ๊ฐœ์˜ ํŒŒ์ผ์„ ๊ฒ€์‚ฌ

doc2docx.py

ํ˜„์žฌ ์ž‘์—… ๋””๋ ‰ํ„ฐ๋ฆฌ์— ์žˆ๋Š” ๋ชจ๋“  doc ํŒŒ์ผ์— ๋Œ€ํ•˜์—ฌ docx ํฌ๋งท์˜ ์‚ฌ๋ณธ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.

์‚ฌ์šฉ๋ฒ•:

python doc2docx.py

exfigs.py

.docx ํŒŒ์ผ์— ์‚ฝ์ž…๋œ ๊ทธ๋ฆผ ํŒŒ์ผ์„ ์ถ”์ถœํ•ฉ๋‹ˆ๋‹ค. ์•„๋ž˜ ๋ฌธ์„œ์— ์„ค๋ช…ํ•œ ์ž‘์—…์„ ์ž๋™ํ™”ํ•œ ๊ฒƒ์ž…๋‹ˆ๋‹ค.

fakemt.py

OmegaT FakeMT Plugin ์„œ๋ฒ„์ž…๋‹ˆ๋‹ค. ์š”์ฒญ ๋ฐ›์€ ํ…์ŠคํŠธ๋ฅผ ๊ตฌ๊ธ€ ๋ฒˆ์—ญ์œผ๋กœ ๋ณด๋‚ธ ํ›„ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ›์•„์„œ ํ•ด๋ผ์ฒด๋กœ ๋ฐ”๊ฟ” ์‘๋‹ตํ•ฉ๋‹ˆ๋‹ค. OmegaT๊ฐ€ ์„ค์น˜๋˜์–ด ์žˆ์–ด์•ผ ํ•˜๊ณ  OmegaT FakeMT ํ”Œ๋Ÿฌ๊ทธ์ธ๋„ ์„ค์น˜ ๋ฐ ์„ค์ •ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์‹คํ–‰:

python3 fakemt.py

hae.py

ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅ๋ฐ›์•„์„œ ํ•ด์ฒด๋กœ ๋ฐ”๊ฟ”์ค๋‹ˆ๋‹ค.

haera.py

ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅ๋ฐ›์•„์„œ ํ•ด๋ผ์ฒด๋กœ ๋ฐ”๊ฟ”์ค๋‹ˆ๋‹ค.

haera๋ฅผ ์‹คํ–‰ํ•œ ๋’ค ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅํ•˜๊ณ  ์—”ํ„ฐ ํ‚ค๋ฅผ ๋ˆ„๋ฅด๋ฉด ๋ณ€ํ™˜ ๊ฒฐ๊ณผ๊ฐ€ ์ถœ๋ ฅ๋ฉ๋‹ˆ๋‹ค.

์˜ˆ:

$ haera
ROC ๊ณก์„ ์€ ์ด์ƒ์ ์ธ ๋ชจ๋ธ์—์„œ๋Š” ์ด์ฒ˜๋Ÿผ ์›์ ์—์„œ ์ˆ˜์ง์œผ๋กœ ๋†’์•„์ง€๊ณ  ์žฌํ˜„์œจ์ด 1์— ๋„๋‹ฌํ•œ ํ›„์— ์ˆ˜ํ‰์œผ๋กœ ๋ณ€ํ™”ํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ •๋‹ต๋ฅ ์ด 100%๊ฐ€ ์•„๋‹Œ (์ผ๋ฐ˜์ ์ธ) ๋ชจ๋ธ์—์„œ๋Š” ๊ณก์„ ์ด ์˜ค๋ฅธ์ชฝ ์•„๋ž˜ ๋ฐฉํ–ฅ์œผ๋กœ ์ด๋™ํ•ฉ๋‹ˆ๋‹ค. ์ด๋ ‡๊ฒŒ ์ด๋™ํ•˜๋Š” ์ •๋„๋ฅผ ์ •๋Ÿ‰ํ™”ํ•˜๊ธฐ ์œ„ํ•ด ๊ณก์„  ์•„๋ž˜์ชฝ ๋ฉด์ ์„ ๊ณ„์‚ฐํ•ด์„œ ๊ทธ ๊ฒฐ๊ณผ๋ฅผ ๋ชจ๋ธ์˜ ํ‰๊ฐ€์ง€ํ‘œ๋กœ ์ด์šฉํ•ฉ๋‹ˆ๋‹ค. ์ด๊ฒƒ์„ AUC(area under the curve)๋ผ๊ณ  ๋งํ•ฉ๋‹ˆ๋‹ค. - ใ€Š๋ฐ์ดํ„ฐ ๋ถ„์„์„ ์œ„ํ•œ ์ˆ˜๋ฆฌ ๋ชจ๋ธ ์ž…๋ฌธใ€‹

ROC ๊ณก์„ ์€ ์ด์ƒ์ ์ธ ๋ชจ๋ธ์—์„œ๋Š” ์ด์ฒ˜๋Ÿผ ์›์ ์—์„œ ์ˆ˜์ง์œผ๋กœ ๋†’์•„์ง€๊ณ  ์žฌํ˜„์œจ์ด 1์— ๋„๋‹ฌํ•œ ํ›„์— ์ˆ˜ํ‰์œผ๋กœ ๋ณ€ํ™”ํ•œ๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ์ •๋‹ต๋ฅ ์ด 100%๊ฐ€ ์•„๋‹Œ (์ผ๋ฐ˜์ ์ธ) ๋ชจ๋ธ์—์„œ๋Š” ๊ณก์„ ์ด ์˜ค๋ฅธ์ชฝ ์•„๋ž˜ ๋ฐฉํ–ฅ์œผ๋กœ ์ด๋™ํ•œ๋‹ค. ์ด๋ ‡๊ฒŒ ์ด๋™ํ•˜๋Š” ์ •๋„๋ฅผ ์ •๋Ÿ‰ํ™”ํ•˜๊ธฐ ์œ„ํ•ด ๊ณก์„  ์•„๋ž˜์ชฝ ๋ฉด์ ์„ ๊ณ„์‚ฐํ•ด์„œ ๊ทธ ๊ฒฐ๊ณผ๋ฅผ ๋ชจ๋ธ์˜ ํ‰๊ฐ€์ง€ํ‘œ๋กœ ์ด์šฉํ•œ๋‹ค. ์ด๊ฒƒ์„ AUC(area under the curve)๋ผ๊ณ  ๋งํ•œ๋‹ค. - ใ€Š๋ฐ์ดํ„ฐ ๋ถ„์„์„ ์œ„ํ•œ ์ˆ˜๋ฆฌ ๋ชจ๋ธ ์ž…๋ฌธใ€‹

haeyo.py

ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅ๋ฐ›์•„์„œ ํ•ด์š”์ฒด๋กœ ๋ฐ”๊ฟ”์ค๋‹ˆ๋‹ค.

hasipsio.py

ํ…์ŠคํŠธ๋ฅผ ์ž…๋ ฅ๋ฐ›์•„์„œ ํ•˜์‹ญ์‹œ์˜ค์ฒด๋กœ ๋ฐ”๊ฟ”์ค๋‹ˆ๋‹ค.

mvfig.py

๊ทธ๋ฆผ ํŒŒ์ผ๋“ค์˜ ํŒŒ์ผ๋ช…์„ ์ผ๊ด„ ๋ณ€๊ฒฝํ•ฉ๋‹ˆ๋‹ค.

๋ณ€๊ฒฝ ์ „ ํŒŒ์ผ๋ช…๊ณผ ๋ณ€๊ฒฝ ํ›„ ํŒŒ์ผ๋ช…์„ ๋‚˜์—ดํ•˜๋Š” Tab-Separated Values ํŒŒ์ผ์ธ fig_list.tsv๋ฅผ ์ž‘์„ฑํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์˜ˆ:

$ cat fig_list.tsv
image1	๊ทธ๋ฆผ 1.1 ๊ฐœ์ธ, ๊ธฐ๊ด€, ์™ธ๊ตญ์ธ ์ฃผ์‹ํˆฌ์ž ์ˆ˜์ต๋ฅ  ๋น„๊ต
image2	๊ทธ๋ฆผ 1.2 ๊ฐœ์ธํˆฌ์ž์ž 1์ธ๋‹น ๋ณด์œ  ์ข…๋ชฉ ์ˆ˜

fig_list.tsv์˜ ๊ฐ ํ–‰์— ๋Œ€ํ•˜์—ฌ, ์ฒซ ๋ฒˆ์งธ ์—ด์˜ ์ด๋ฆ„์„ ๋‘ ๋ฒˆ์งธ ์—ด์˜ ์ด๋ฆ„์œผ๋กœ ๋ฐ”๊ฟ‰๋‹ˆ๋‹ค. ํ™•์žฅ์ž๋Š” ๊ธฐ์กด ํŒŒ์ผ์˜ ๊ฒƒ์ด ์œ ์ง€๋ฉ๋‹ˆ๋‹ค.

์‹คํ–‰ ์˜ˆ:

$ ls 
fig_list.tsv    image1.png    image2.jpg    mvfig.py

$ python mvfig.py

$ ls
fig_list.tsv    '๊ทธ๋ฆผ 1.1 ๊ฐœ์ธ, ๊ธฐ๊ด€, ์™ธ๊ตญ์ธ ์ฃผ์‹ํˆฌ์ž ์ˆ˜์ต๋ฅ  ๋น„๊ต.png'    '๊ทธ๋ฆผ 1.2 ๊ฐœ์ธํˆฌ์ž์ž 1์ธ๋‹น ๋ณด์œ  ์ข…๋ชฉ ์ˆ˜.jpg'    mvfig.py

openall.py

ํ˜„์žฌ ์œ„์น˜์˜ docx ํŒŒ์ผ์„ ๋ชจ๋‘ ์—ฝ๋‹ˆ๋‹ค. Windows ์ „์šฉ์ž…๋‹ˆ๋‹ค.

์š”๊ตฌ์‚ฌํ•ญ:

pip install pywin32

์‚ฌ์šฉ๋ฒ•:

  • py openall.py : ํ˜„์žฌ ์ž‘์—… ํด๋”์˜ docx ํŒŒ์ผ์„ ๋ชจ๋‘ ์—ฝ๋‹ˆ๋‹ค.
  • py openall.py -R : ํ˜„์žฌ ์ž‘์—… ํด๋” ๋ฐ ํ•˜์œ„ ํด๋”์˜ docx ํŒŒ์ผ์„ ๋ชจ๋‘ ์—ฝ๋‹ˆ๋‹ค.

p2a.py

์˜์–ด ์ˆ˜๋™ํƒœ ๋ฌธ์žฅ์„ ๋Šฅ๋™ํƒœ๋กœ ๋ณ€ํ™˜ํ•ฉ๋‹ˆ๋‹ค.

์•„๋ž˜ ์ €์žฅ์†Œ์—์„œ ์ฝ”๋“œ๋ฅผ ๊ฐ€์ ธ์˜จ ๋’ค ์˜ค๋ฅ˜๊ฐ€ ๋ฐœ์ƒํ•˜๋Š” ๋ถ€๋ถ„๋งŒ ์ˆ˜์ •ํ–ˆ์Šต๋‹ˆ๋‹ค.

์š”๊ตฌ์‚ฌํ•ญ:

์‚ฌ์šฉํ•˜๋ ค๋ฉด spacy๋ฅผ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

pip install spacy

์‚ฌ์šฉ๋ฒ•:

p2a๋ฅผ ์‹คํ–‰ํ•œ ๋’ค ์ˆ˜๋™ํƒœ ๋ฌธ์žฅ์„ ์ž…๋ ฅํ•˜๋ฉด ๋Šฅ๋™ํƒœ ๋ฌธ์žฅ์ด ์ถœ๋ ฅ๋˜๋ฉฐ, q๋ฅผ ์ž…๋ ฅํ•˜๋ฉด ์ข…๋ฃŒํ•ฉ๋‹ˆ๋‹ค.

$ p2a

The book is written by myself.
Myself wrote the book.

A policy of whitewashing and cover-up has been pursed by the CIA director and his close advisors.
The CIA director and his close advisors has pursed a policy of whitewashing and cover-up.

q

๋Šฅ๋™ํƒœ์˜ ์ฃผ์–ด์— ํ•ด๋‹นํ•˜๋Š” ์ ˆ์ด ์žˆ์–ด์•ผ ๋ณ€ํ™˜ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

Mistakes were made.
Mistakes were made.

Mistakes were made by us.
We made mistakes.

pdf_merge.py

๊ฐ™์€ ์ด๋ฆ„์œผ๋กœ ์‹œ์ž‘ํ•˜๋Š” PDF ํŒŒ์ผ๋“ค์„ ํ•˜๋‚˜๋กœ ํ•ฉ์นฉ๋‹ˆ๋‹ค.

์š”๊ตฌ์‚ฌํ•ญ:

pip install PyPDF2

์‚ฌ์šฉ๋ฒ•:

python pdf_merge.py [directory] bookname`

directory ์ธ์ž๋กœ ์ง€์ •ํ•œ ์ด๋ฆ„(๊ธฐ๋ณธ๊ฐ’: merged)์˜ ์„œ๋ธŒ๋””๋ ‰ํ„ฐ๋ฆฌ๊ฐ€ ๋งŒ๋“ค์–ด์ง€๊ณ  ๊ทธ๊ณณ์— ๋ณ‘ํ•ฉ๋œ PDF ํŒŒ์ผ์ด ๋งŒ๋“ค์–ด์ง‘๋‹ˆ๋‹ค.

์˜ˆ:

python d:\GitHub\sk8erchoi\ko-prfrdr\pdf_merge.py "Mastering PyTorch_์ตœ์ข…์ธ์‡„์šฉ_0125"

pdf2docx.py

PDF ๋ฌธ์„œ๋ฅผ docx๋กœ ๋ณ€ํ™˜ํ•˜๋Š” pdf2docx๋ฅผ ํ˜ธ์ถœํ•ฉ๋‹ˆ๋‹ค.

์š”๊ตฌ์‚ฌํ•ญ:

pip install pdf2docx

์‚ฌ์šฉ๋ฒ•:

pdf2docx <ํŒŒ์ผ๋ช…>

pdftotext.py

PDF์—์„œ ํ…์ŠคํŠธ๋ฅผ ์ถ”์ถœํ•˜๋Š” pdftotext๋ฅผ ์ข€ ๋” ํŽธ๋ฆฌํ•˜๊ฒŒ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ด์ฃผ๋Š” ์Šคํฌ๋ฆฝํŠธ์ž…๋‹ˆ๋‹ค.

์ฃผ์š” ๊ธฐ๋Šฅ:

  • ํŽ˜์ด์ง€ ๋ฒˆํ˜ธ ๋ถ€๋ถ„์„ ์ œ์™ธํ•œ ๋ณธ๋ฌธ ์˜์—ญ์˜ ํ…์ŠคํŠธ๋ฅผ ์ถ”์ถœ
  • ์ค„๋ฐ”๊ฟˆ๊ณผ ํ•˜์ดํ”ˆ ์‚ญ์ œ(์˜์–ด๋งŒ ๋จ)
  • ์•”ํ˜ธํ™”๋œ ํŒŒ์ผ ์—ด๊ธฐ(์‚ฌ์šฉ์ž ์•”ํ˜ธ๋ฅผ ์ž…๋ ฅํ•ด์•ผ ํ•จ)
  • ํŽ˜์ด์ง€๋ณ„ ์‚ฌ์ด์ฆˆ๊ฐ€ ๋‹ค๋ฅด๊ฑฐ๋‚˜ ์–‘๋ฉด์œผ๋กœ ๋œ ํŒŒ์ผ์—์„œ๋„ ๋‚ด์šฉ ์ถ”์ถœ

์š”๊ตฌ ์‚ฌํ•ญ:

์‚ฌ์šฉ๋ฒ•:

์•„๋ž˜ ๋ช…๋ น์„ ์‹คํ–‰ํ•˜๋ฉด PDF์™€ ๊ฐ™์€ ์ด๋ฆ„์˜ txt ํŒŒ์ผ์ด ์ƒ์„ฑ๋ฉ๋‹ˆ๋‹ค.

python pdftotext.py [์˜ต์…˜] "<PDF ํŒŒ์ผ๋ช…>"
  • --password "<ํŒจ์Šค์›Œ๋“œ>": ์‚ฌ์šฉ์ž ํŒจ์Šค์›Œ๋“œ๊ฐ€ ๊ฑธ๋ฆฐ ํŒŒ์ผ์„ ํ’€ ๋•Œ ์ด ์˜ต์…˜์„ ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค.
  • --header <์ˆซ์ž>: ๋จธ๋ฆฌ๋ง ์—ฌ๋ฐฑ์˜ ๋†’์ด๋ฅผ ์ง€์ •ํ•ฉ๋‹ˆ๋‹ค(๊ธฐ๋ณธ๊ฐ’์€ 50). ๋ณธ๋ฌธ ์œ„์ชฝ์ด ์ž˜๋ฆฌ๊ฑฐ๋‚˜ ๋จธ๋ฆฌ๋ง์ด ์ œ์™ธ๋˜์ง€ ์•Š์€ ๊ฒฝ์šฐ ์ด ์˜ต์…˜์„ ์กฐ์ •ํ•ฉ๋‹ˆ๋‹ค.
  • --footer <์ˆซ์ž>: ๊ผฌ๋ฆฌ๋ง ์—ฌ๋ฐฑ์˜ ๋†’์ด๋ฅผ ์ง€์ •ํ•ฉ๋‹ˆ๋‹ค(๊ธฐ๋ณธ๊ฐ’์€ 60). ๋ณธ๋ฌธ ์•„๋ž˜์ชฝ์ด ์ž˜๋ฆฌ๊ฑฐ๋‚˜ ๊ผฌ๋ฆฌ๋ง์ด ์ œ์™ธ๋˜์ง€ ์•Š์€ ๊ฒฝ์šฐ ์ด ์˜ต์…˜์„ ์กฐ์ •ํ•ฉ๋‹ˆ๋‹ค.

์ด์Šˆ:

  • ๊ตญ์–ด ๋ฌธ์žฅ์˜ ์ค„๋ฐ”๊ฟˆ์„ ์‚ญ์ œํ•  ๋•Œ ๋ฌด์กฐ๊ฑด ๊ณต๋ฐฑ์„ ์ถ”๊ฐ€ํ•˜๊ฒŒ ๋˜์–ด ์žˆ์Œ
  • ํŽ˜์ด์ง€ ๋ฒˆํ˜ธ๊ฐ€ ์˜†์ชฝ์— ์žˆ๋Š” ๊ฒƒ
  • ํŽ˜์ด์ง€ ๋‚ด์— ๋‹ค๋‹จ์œผ๋กœ ํŽธ์ง‘๋œ ๊ฒƒ์„ ์ธ์‹ํ•˜์ง€ ๋ชปํ•จ

ํŒ:

  • ์ž˜ ์•ˆ ๋  ๊ฒฝ์šฐ ์˜๋ฌธ์ž๋งŒ์œผ๋กœ ์ด๋ค„์ง„ ๊ฐ„๋‹จํ•œ ํŒŒ์ผ๋ช…์œผ๋กœ PDF ํŒŒ์ผ์„ ๋ณต์‚ฌํ•ด์„œ ์‹œ๋„ํ•ด๋ณด์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.
  • ์ด ์Šคํฌ๋ฆฝํŠธ ์—†์ด pdftotext.exe๋งŒ์œผ๋กœ๋„ ํ…์ŠคํŠธ๋ฅผ ์ถ”์ถœํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

pgcnt.py

ํ˜„์žฌ ๋””๋ ‰ํ„ฐ๋ฆฌ์— ์žˆ๋Š” docx ๋ฌธ์„œ๋“ค์˜ ํŽ˜์ด์ง€ ์ˆ˜๋ฅผ ์…‰๋‹ˆ๋‹ค. (Windows ์ „์šฉ)

์š”๊ตฌ์‚ฌํ•ญ:

pip install natsort

์‚ฌ์šฉ๋ฒ•:

$ python pgcnt.py "์›Œ๋“œ ํŒŒ์ผ๋ช…" # ํŠน์ • ํŒŒ์ผ์˜ ํŽ˜์ด์ง€ ์ˆ˜ ์ถœ๋ ฅ
$ python pgcnt.py # ํ˜„์žฌ ํด๋” ๋‚ด ๋ชจ๋“  ์›Œ๋“œ ํŒŒ์ผ์˜ ํŽ˜์ด์ง€ ์ˆ˜ ์ถœ๋ ฅ

์˜ˆ:

> python pgcnt.py
1~2์žฅ.doc          63      63
3์žฅ.doc    44     107
4์žฅ.doc    32     139
5์žฅ.doc    54     193
6์žฅ.doc    79     272
7์žฅ.doc    35     307
8์žฅ.doc    53     360
9์žฅ.doc    83     443
10์žฅ.doc           77     520

pyko.py

์ค‘๊ตญ์–ด ๋ณ‘์Œ(Pinyin)์„ ์ž…๋ ฅํ•˜๋ฉด ํ•œ๊ตญ์–ด ํ‘œ๊ธฐ๋กœ ๋ฐ”๊ฟ”์ค๋‹ˆ๋‹ค.

์‚ฌ์šฉ๋ฒ•:

$ python pyko.py
Zhลngguรณ
์ค‘๊ถˆ

searchable.py

์Šค์บ”ํ•ด์„œ ๋งŒ๋“ค์–ด์ง„ PDF ํŒŒ์ผ๋กœ๋ถ€ํ„ฐ ๊ฒ€์ƒ‰ ๊ฐ€๋Šฅํ•œ PDF ํŒŒ์ผ์„ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค. ํ•œ๊ธ€ ์ธ์‹์ด ์ž˜ ์•ˆ ๋ฉ๋‹ˆ๋‹ค.

์š”๊ตฌ์‚ฌํ•ญ:

  1. Xpdf ๋ช…๋ นํ–‰ ๋„๊ตฌ ์„ค์น˜
  2. Tesseract ์…‹์—…
  3. pip install pytesseract numpy opencv-python PyPDF2 pdf2image

์ด์Šˆ:

  • ๊ธ€์ž ์‚ฌ์ด์— ๋ถˆํ•„์š”ํ•œ ๊ณต๋ฐฑ์ด ๋“ค์–ด๊ฐ€์„œ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ์„ ํ™œ์šฉํ•˜๋Š” ๋ฐ ์ง€์žฅ ์žˆ์Œ.

sort.py

ํ…์ŠคํŠธ ํŒŒ์ผ์˜ ํ–‰์„ ์˜ค๋ฆ„์ฐจ์ˆœ์œผ๋กœ ์ •๋ ฌํ•ฉ๋‹ˆ๋‹ค.

>type glossary.txt
banana  ๋ฐ”๋‚˜๋‚˜
orange  ์˜ค๋ Œ์ง€
apple   ์‚ฌ๊ณผ

>sort.py glossary.txt

>type glossary.txt
apple   ์‚ฌ๊ณผ
banana  ๋ฐ”๋‚˜๋‚˜
orange  ์˜ค๋ Œ์ง€

>

spellchk.py

์›๊ณ ์˜ ๋งž์ถค๋ฒ•, ๋„์–ด์“ฐ๊ธฐ, ์™ธ๋ž˜์–ด ํ‘œ๊ธฐ๋ฒ•์„ ๊ฒ€์‚ฌํ•ฉ๋‹ˆ๋‹ค.

์‚ฌ์šฉ ์˜ˆ:

$ spellchk.py sample.txt
Trying to import KoNLPy...
Loading rule file: ko_spelling_rules.json...
Loading rule file: ko_spacing_rules.json...
Loading rule file: foreign_sound_rules.json...
๋‹ค๋งŒ ๋กœ๊ณ ์—๋Š” ๋ฑ€ ๋‘๋งˆ๋ฆฌ๊ฐ€ ํ˜•์ƒํ™” ๋˜์–ด ์žˆ๋‹ค.

                         ^
   => ํ˜•์ƒํ™” ๋˜์–ด โ†’  ํ˜•์ƒํ™”๋˜์–ด	 (0067208a_-๋˜๋‹ค(์ ‘๋ฏธ์‚ฌ) : https://wikidocs.net/67208#a)

                 ^
   => ๋‘๋งˆ๋ฆฌ๊ฐ€ โ†’  ๋‘ ๋งˆ๋ฆฌ๊ฐ€	 (0100750a2_๋‹จ์œ„๋ฅผ ๋‚˜ํƒ€๋‚ด๋Š” ๋ช…์‚ฌ : https://wikidocs.net/100750#a)

๊ฐ์ฒด ์ง€ํ–ฅ ํ”„๋กœ๊ทธ๋ž˜๋ฐ๊ณผ ๊ตฌ์กฐ์  ํ”„๋กœ๊ทธ๋ž˜๋ฐ์„ ์™„๋ฒฝํ•˜๊ฒŒ ์ง€์›ํ•˜๋ฉฐ ํ•จ์ˆ˜ํ˜• ํ”„๋กœ๊ทธ๋ž˜๋ฐ, ๊ด€์  ์ง€ํ–ฅ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๋“ฑ๋„ ์ฃผ์š” ๊ธฐ๋Šฅ์—์„œ ์ง€์› ๋œ๋‹ค.

                                                                                                                        ^
   => ์ง€์› ๋œ๋‹ค โ†’  ์ง€์›๋œ๋‹ค	 (0067208a_-๋˜๋‹ค(์ ‘๋ฏธ์‚ฌ) : https://wikidocs.net/67208#a)

ํŒŒ์ด์ฌ์˜ ์ด๋Ÿฌํ•œ ์—„๊ฒฉํ•œ ์Šคํƒ€์ผ ์ œํ•œ์€ ์“ฐ๋Š” ์‚ฌ๋žŒ์— ๊ด€๊ณ„ ์—†์ด ํ†ต์ผ์„ฑ์„ ์œ ์ง€ํ•˜๊ฒŒ ํ•˜๋ฉฐ, ๊ทธ ๊ฒฐ๊ณผ ๊ฐ€๋…์„ฑ์ด ํ–ฅ์ƒ๋  ์ˆ˜ ์žˆ๋Š” ์žฅ์ ์ด ์žˆ์ง€๋งŒ, ๋‹ค๋ฅธ ํ•œํŽธ์œผ๋กœ๋Š” ํ”„๋กœ๊ทธ๋žจ์„ ์“ฐ๋Š” ์Šคํƒ€์ผ์„ ์„ ํƒํ•  ์ž์œ ๋ฅผ ์ œ์•ฝํ•˜๋Š” ๊ฒƒ์ด๋ž€ ์˜๊ฒฌ๋„ ์žˆ๋‹ค.

                                          ^
   => ์‚ฌ๋žŒ์— ๊ด€๊ณ„ ์—†์ด โ†’  ์‚ฌ๋žŒ์— ๊ด€๊ณ„์—†์ด	 (0164399b_๊ด€๊ณ„ ์—†๋‹ค / ๊ด€๊ณ„์—†๋‹ค, ๊ด€๊ณ„ ์žˆ๋‹ค / ๊ด€๊ณ„์žˆ๋‹ค, ์ƒ๊ด€ ์—†๋‹ค / ์ƒ๊ด€์—†๋‹ค, ์ƒ๊ด€ ์žˆ๋‹ค / ์ƒ๊ด€์žˆ๋‹ค : https://wikidocs.net/0164399#b)

๋‹ค์Œ๊ณผ ๊ฐ™์ด ํ•œ์ค„๋กœ ์ž‘์„ฑํ•˜์—ฌ ํ‘œํ˜„ํ•˜๋Š” ๊ฒƒ์„ 'pythonic ํ•˜๋‹ค'๋ผ๊ณ  ๋งํ•  ์ˆ˜ ์žˆ๋‹ค.

            ^
   => ํ•œ์ค„๋กœ โ†’  ํ•œ ์ค„๋กœ	 (0100750a2_๋‹จ์œ„๋ฅผ ๋‚˜ํƒ€๋‚ด๋Š” ๋ช…์‚ฌ : https://wikidocs.net/100750#a)

์ด๋ฎคํ„ฐ๋ธ”(immutable) ๋ฐฉ์‹์˜ ์ง„๋ฆฌ๊ฐ’.

                           ^
   => ์ง„๋ฆฌ๊ฐ’ โ†’  ์ง„๋ฆฟ๊ฐ’	 (0080784d_๊ฐ’ : https://wikidocs.net/80784#d)

Visual Studio Codeย : ํŒŒ์ด์ฌ ๋ฟ์ด ์•„๋‹ˆ๋ผ ๋Œ€๋ถ€๋ถ„์˜ ์–ธ์–ด๋ฅผ ์ง€์›ํ•œ๋‹ค.
                     ^
   => ํŒŒ์ด์ฌ ๋ฟ์ด โ†’  ํŒŒ์ด์ฌ๋ฟ์ด	 (0079973a_-๋ฟ(์กฐ์‚ฌ) : https://wikidocs.net/79973#a)

์œ„ํ‚ค๋ฏธ๋””์–ด ๊ณต์šฉ์— ๊ด€๋ จ๋œ๋ฏธ๋””์–ด ๋ถ„๋ฅ˜๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.ํŒŒ์ด์ฌ

                                     ^
   => ์žˆ์Šต๋‹ˆ๋‹ค.ํŒŒ์ด์ฌ โ†’  ์žˆ์Šต๋‹ˆ๋‹ค. ํŒŒ์ด์ฌ	 (0075024e_๋งˆ์นจํ‘œ์˜ ๋„์–ด์“ฐ๊ธฐ : https://wikidocs.net/75024#e)

=== Summary ===
0067208a_-๋˜๋‹ค(์ ‘๋ฏธ์‚ฌ) ==> count: 2
0075024e_๋งˆ์นจํ‘œ์˜ ๋„์–ด์“ฐ๊ธฐ ==> count: 1
0079973a_-๋ฟ(์กฐ์‚ฌ) ==> count: 1
0080784d_๊ฐ’ ==> count: 1
0100750a2_๋‹จ์œ„๋ฅผ ๋‚˜ํƒ€๋‚ด๋Š” ๋ช…์‚ฌ ==> count: 2
0164399b_๊ด€๊ณ„ ์—†๋‹ค / ๊ด€๊ณ„์—†๋‹ค, ๊ด€๊ณ„ ์žˆ๋‹ค / ๊ด€๊ณ„์žˆ๋‹ค, ์ƒ๊ด€ ์—†๋‹ค / ์ƒ๊ด€์—†๋‹ค, ์ƒ๊ด€ ์žˆ๋‹ค / ์ƒ๊ด€์žˆ๋‹ค ==> count: 1

stylechk.py

์›๊ณ ์˜ ์˜ํ•œ ๋ฒˆ์—ญํˆฌ, ์ผํ•œ ๋ฒˆ์—ญํˆฌ, ์œ„ํ‚ค๋ถ์Šค ๊ธ€์“ฐ๊ธฐ ์ง€์นจ ์ค€์ˆ˜ ์—ฌ๋ถ€๋ฅผ ๊ฒ€์‚ฌํ•ฉ๋‹ˆ๋‹ค.

termlist.py

์›๊ณ ์—์„œ ๊ตญ๋ฌธ(์˜๋ฌธ) ํ˜•์‹์œผ๋กœ ๋ณ‘๊ธฐํ•œ ๋ถ€๋ถ„์„ ์ฐพ์•„์„œ ์˜๋ฌธ ์šฉ์–ด ๋ชฉ๋ก์„ ์ถœ๋ ฅํ•ฉ๋‹ˆ๋‹ค.

์š”๊ตฌ์‚ฌํ•ญ:

pip install docx2txt

์‚ฌ์šฉ๋ฒ•:

$termchk
TERM                                               COUNT
Atari                                              1
atomic                                             1
Automated Machine Learning                         1
AutoML                                             1
auxiliary classifier                               1
Azure                                              2
Azure Machine Learnin Service, AMLS                1
b                                                  1
batch_size                                         1
Beam Search                                        1
Bernd Krueger                                      1
bias correction                                    1
Bibhuti Bhushan Jha                                1
budget                                             1
CNN                                                2

yes24.py

์˜ˆ์Šค24์—์„œ ๊ตญ๋‚ด ๋„์„œ ๋ชฉ๋ก์„ ๊ฒ€์ƒ‰ํ•ฉ๋‹ˆ๋‹ค(e๋ถ ์ œ์™ธ).

์š”๊ตฌ์‚ฌํ•ญ:

pip install beautifulsoup4

์‚ฌ์šฉ๋ฒ•:

yes24.py [-h] [--order {์ธ๊ธฐ๋„์ˆœ,์ •ํ™•๋„์ˆœ,์‹ ์ƒํ’ˆ์ˆœ,์ตœ์ €๊ฐ€์ˆœ,์ตœ๊ณ ๊ฐ€์ˆœ,ํ‰์ ์ˆœ,๋ฆฌ๋ทฐ์ˆœ}] keyword [keyword ...]

์˜ˆ 1:

$ python yes24.py ํŒŒ์ด์ฌ ์œ„ํ‚ค๋ถ์Šค
Opening http://www.yes24.com/Product/Search?domain=BOOK&query=%ED%8C%8C%EC%9D%B4%EC%8D%AC+%EC%9C%84%ED%82%A4%EB%B6%81%EC%8A%A4 ...

ํŒŒ์ด์ฌ์„ ์ด์šฉํ•œ ๋”ฅ๋Ÿฌ๋‹/๊ฐ•ํ™”ํ•™์Šต ์ฃผ์‹ํˆฌ์ž
http://www.yes24.com/Product/Goods/108251432
ํ€€ํ‹ฐ๋žฉ ์ € | ์œ„ํ‚ค๋ถ์Šค | 2022๋…„ 03์›”
ํŒ๋งค์ง€์ˆ˜ 1,776

ํŒŒ์ด์ฌ ํ…์ŠคํŠธ ๋งˆ์ด๋‹ ์™„๋ฒฝ ๊ฐ€์ด๋“œ
http://www.yes24.com/Product/Goods/107008224
๋ฐ•์ƒ์–ธ, ๊ฐ•์ฃผ์˜, ์ •์„์ฐฌ ์ € | ์œ„ํ‚ค๋ถ์Šค | 2022๋…„ 02์›”
ํŒ๋งค์ง€์ˆ˜ 2,517

์†์— ์žกํžˆ๋Š” ํ€€ํŠธ ํˆฌ์ž with ํŒŒ์ด์ฌ
http://www.yes24.com/Product/Goods/107036607
GILโ€ฒs LAB ์ € | ์œ„ํ‚ค๋ถ์Šค | 2022๋…„ 02์›”
ํŒ๋งค์ง€์ˆ˜ 1,782

์ผ ์ž˜ํ•˜๋Š” ์ง์žฅ์ธ์„ ์œ„ํ•œ ์—‘์…€ ์ž๋™ํ™” with ํŒŒ์ด์ฌ
http://www.yes24.com/Product/Goods/94483920
์ตœ์€์„ ์ € | ์œ„ํ‚ค๋ถ์Šค | 2020๋…„ 11์›”
ํŒ๋งค์ง€์ˆ˜ 4,113

...

์˜ˆ 2:

$ yes24 C++
Opening http://www.yes24.com/Product/Search?domain=BOOK&query=C%2B%2B&order=SINDEX_ONLY ...

Clean Code ํด๋ฆฐ ์ฝ”๋“œ
http://www.yes24.com/Product/Goods/11681152
๋กœ๋ฒ„ํŠธ C. ๋งˆํ‹ด ์ €/๋ฐ•์žฌํ˜ธ, ์ดํ•ด์˜ ์—ญ | ์ธ์‚ฌ์ดํŠธ(insight) | 2013๋…„ 12์›”
ํŒ๋งค์ง€์ˆ˜ 61,812

์ „์ง€์  ๋…์ž ์‹œ์  4
http://www.yes24.com/Product/Goods/107874372
์‹ฑ์ˆ‘ ์›์ €/์Šฌ๋ฆฌํ”ผ-C ๊ธ€๊ทธ๋ฆผ | ์—์ดํ…œํฌ๋ฏธ๋””์–ด | 2022๋…„ 02์›”
ํŒ๋งค์ง€์ˆ˜ 24,849

์—ญ์‹œ ๋‚ด ์ฒญ์ถ˜ ๋Ÿฌ๋ธŒ์ฝ”๋ฉ”๋””๋Š” ์ž˜๋ชป๋๋‹ค. ๊ฒฐ 1
http://www.yes24.com/Product/Goods/107847414
์™€ํƒ€๋ฆฌ ์™€ํƒ€๋ฃจ ์ €/ํ์นธ โ‘ง ๊ทธ๋ฆผ/๊น€์žฅ์ค€ ์—ญ | ๋””์•ค์”จ๋ฏธ๋””์–ด(D&C๋ฏธ๋””์–ด) | 2022๋…„ 03์›”
ํŒ๋งค์ง€์ˆ˜ 18,843

ํ˜ผ์ž ๊ณต๋ถ€ํ•˜๋Š” C ์–ธ์–ด
http://www.yes24.com/Product/Goods/74269921
์„œํ˜„์šฐ ์ € | ํ•œ๋น›๋ฏธ๋””์–ด | 2019๋…„ 06์›”
ํŒ๋งค์ง€์ˆ˜ 41,073

...

$ yes24 --order ์ •ํ™•๋„์ˆœ C++
Opening http://www.yes24.com/Product/Search?domain=BOOK&query=C%2B%2B&order=RELATION ...

๋…ํ•˜๊ฒŒ ์‹œ์ž‘ํ•˜๋Š” C ํ”„๋กœ๊ทธ๋ž˜๋ฐ
http://www.yes24.com/Product/Goods/18732021
์ตœํ˜ธ์„ฑ ์ € | ๋ฃจ๋น„ํŽ˜์ดํผ | 2015๋…„ 06์›”
ํŒ๋งค์ง€์ˆ˜ 1,440

์ฝ”๋ฏน ํ”ํ•ด๋น ์ง„ ์ง์—…์œผ๋กœ ์„ธ๊ณ„์ตœ๊ฐ• 8
http://www.yes24.com/Product/Goods/108603876
์‹œ๋ผ์ฝ”๋ฉ” ๋ฃŒ ์›์ €/RoGa ๊ธ€๊ทธ๋ฆผ/๊น€์žฅ์ค€ ์—ญ | ๋””์•ค์”จ๋ฏธ๋””์–ด(D&C๋ฏธ๋””์–ด) | 2022๋…„ 04์›”
ํŒ๋งค์ง€์ˆ˜ 1,710

๋ฐฉ๊ณผ ํ›„, ์ด์„ธ๊ณ„ ์นดํŽ˜์—์„œ ์ปคํ”ผ๋ฅผ 4
http://www.yes24.com/Product/Goods/108603698
์นด์ž๋ฏธ ๋„๋ฆฌ ์ €/U์Šค์ผ€ ๊ทธ๋ฆผ/์ด์ง„์ฃผ ์—ญ | ๋””์•ค์”จ๋ฏธ๋””์–ด(D&C๋ฏธ๋””์–ด) | 2022๋…„ 04์›”
ํŒ๋งค์ง€์ˆ˜ 1,200

Game Programming in C++
http://www.yes24.com/Product/Goods/78898401
์‚ฐ์ž์ด ๋งˆ๋“œํ•˜๋ธŒ ์ €/๋ฐ•์ฃผํ•ญ ์—ญ | ์—์ด์ฝ˜์ถœํŒ์‚ฌ | 2019๋…„ 09์›”
ํŒ๋งค์ง€์ˆ˜ 1,044

...

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Utils for Korean proofreader

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