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Title: GitHub - cch230/Recommendation-Algorithm: Recommendation algorithms

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Description: Recommendation algorithms. Contribute to cch230/Recommendation-Algorithm development by creating an account on GitHub.

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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#recommendation-algorithm
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#view-english-introduction
Click to read English introduction.	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#_Index
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Sponsor via GitHub Sponsors	https://github.com/sponsors/cch230
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#index
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한국어 텍스트 분류를 위한 BERT 모델을 활용한 단어 필터링	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#%ED%95%9C%EA%B5%AD%EC%96%B4-%ED%85%8D%EC%8A%A4%ED%8A%B8-%EB%B6%84%EB%A5%98%EB%A5%BC-%EC%9C%84%ED%95%9C-bert-%EB%AA%A8%EB%8D%B8%EC%9D%84-%ED%99%9C%EC%9A%A9%ED%95%9C-%EB%8B%A8%EC%96%B4-%ED%95%84%ED%84%B0%EB%A7%81
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#dataset
한국어기초사전	https://krdict.korean.go.kr/
표준국어대사전	https://stdict.korean.go.kr/
우리말샘	https://opendict.korean.go.kr/
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Annoy	https://github.com/spotify/annoy
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용된-주요-기술-및-라이브러리
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용법
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#파이썬-코드-파일-_similarity_optimizationpy에-대한-설명
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#t-sne를-활용한-벡터-데이터-시각화
t-SNE	https://github.com/scikit-learn/scikit-learn/tree/main
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용된-주요-기술-및-라이브러리-1
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용법-1
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#한국어-텍스트-분류를-위한-bert-모델을-활용한-단어-필터링
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용법-2
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#파이썬-코드-파일-filter_wordspy에-대한-설명
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#konlpy와-googletrans를-활용한-카테고리-형태소-분석-및-번역
KoNLPy	https://github.com/konlpy/konlpy
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용된-기술-및-라이브러리
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용법-3
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#파이썬-코드-파일-category_corpuspy에-대한-설명
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#word2vec-한국어-단어-임베딩-데이터베이스-구축
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용법-4
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#파이썬-코드-파일-process_vecs_py에-대한-설명
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#의미론적-단어유사도를-활용한-카테고리키워드-추천
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	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#사용법-5
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LICENSE	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/LICENSE
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#view-english-introduction-1
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#_index
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DataSet	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#_DataSet
Optimizing Vector Similarity using the Annoy Library	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#Optimizing-Vector-Similarity-using-the-Annoy-Library
Visualizing Vector Data with t-SNE	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#Visualizing-Vector-Data-with-t-SNE
Word Filtering using BERT for Korean Text Classification	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#Word-Filtering-using-BERT-for-Korean-Text-Classification
Category Morphological Analysis and Translation using konlpy and googletrans	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#Category-Morphological-Analysis-and-Translation-using-konlpy-and-googletrans
Building a Word2Vec Korean Word Embedding Database	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#Building-a-Word2Vec-Korean-Word-Embedding-Database
Category/Keyword Recommendation using Semantic Word Similarity	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#categorykeyword-recommendation-using-semantic-word-similarity
License	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#_License
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USER_CTGY	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/USER_CTGY
USER_MODL	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/USER_MODL
SMLR_RECO	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/SMLR_RECO
ByCTGY	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/SMLR_RECO/ByCTGY
ByKYWD	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/SMLR_RECO/ByKYWD
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#_dataset
Korean Basic Dictionary	https://krdict.korean.go.kr/
Standard Korean Dictionary	https://stdict.korean.go.kr/
Woori-mal-saem	https://opendict.korean.go.kr/
Korean Spelling Dictionary	https://github.com/spellcheck-ko/hunspell-dict-ko/releases/download/0.7.92/ko-aff-dic-0.7.92.zip
Korean Word Vectors	https://dl.fbaipublicfiles.com/fasttext/vectors-crawl/cc.ko.300.vec.gz
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#optimizing-vector-similarity-using-the-annoy-library
Annoy	https://github.com/spotify/annoy
Bayesian Optimization	https://github.com/bayesian-optimization/BayesianOptimization
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#key-technologies-and-libraries-used
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#usage
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#explanation-of-python-code-file-_similarity_optimizationpy
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#visualizing-vector-data-with-t-sne
t-SNE	https://github.com/scikit-learn/scikit-learn/tree/main
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#key-technologies-and-libraries-used-1
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#usage-1
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#word-filtering-using-bert-for-korean-text-classification
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#key-technologies-and-libraries-used-2
kor_unsmile	https://github.com/smilegate-ai/korean_unsmile_dataset
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#usage-2
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#explanation-of-python-code-file-filter_wordspy
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#category-morphological-analysis-and-translation-using-konlpy-and-googletrans
KoNLPy	https://github.com/konlpy/konlpy
googletrans	https://github.com/ssut/py-googletrans
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#key-technologies-and-libraries-used-3
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#usage-3
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#explanation-of-python-code-file-category_corpuspy
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#building-a-word2vec-korean-word-embedding-database
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#key-technologies-and-libraries-used-4
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#usage-4
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#explanation-of-python-code-file-process_vecs_py
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#categorykeyword-recommendation-using-semantic-word-similarity
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#key-technologies-and-libraries-used-5
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#usage-5
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#explanation-of-python-code-file-process_smilar_py---continued
	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#_license
LICENSE	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/blob/main/LICENSE
python	https://patch-diff.githubusercontent.com/topics/python
algorithm	https://patch-diff.githubusercontent.com/topics/algorithm
tensorflow	https://patch-diff.githubusercontent.com/topics/tensorflow
word2vec	https://patch-diff.githubusercontent.com/topics/word2vec
pytorch	https://patch-diff.githubusercontent.com/topics/pytorch
collaborative-filtering	https://patch-diff.githubusercontent.com/topics/collaborative-filtering
recommendation-system	https://patch-diff.githubusercontent.com/topics/recommendation-system
recommender-system	https://patch-diff.githubusercontent.com/topics/recommender-system
knn	https://patch-diff.githubusercontent.com/topics/knn
google-translate	https://patch-diff.githubusercontent.com/topics/google-translate
konlpy	https://patch-diff.githubusercontent.com/topics/konlpy
annoy	https://patch-diff.githubusercontent.com/topics/annoy
bert-model	https://patch-diff.githubusercontent.com/topics/bert-model
user-based-recommendation	https://patch-diff.githubusercontent.com/topics/user-based-recommendation
item-based-recommendation	https://patch-diff.githubusercontent.com/topics/item-based-recommendation
huggingface-transformers	https://patch-diff.githubusercontent.com/topics/huggingface-transformers
mean-based-recommendation	https://patch-diff.githubusercontent.com/topics/mean-based-recommendation
Readme	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#readme-ov-file
GPL-3.0 license	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm#GPL-3.0-1-ov-file
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Activity	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/activity
2 stars	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/stargazers
1 watching	https://patch-diff.githubusercontent.com/cch230/Recommendation-Algorithm/watchers
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