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belief-propagation icon belief-propagation

Overview and implementation of Belief Propagation and Loopy Belief Propagation algorithms: sum-product, max-product, max-sum

ica icon ica

Python implementation of the Iterative Classification Algorithm

iterative-classification icon iterative-classification

Implemention of an iterative model for making appropriate predictions using the contents of the links and relations that exist between the links in order to classify unlabeled data more accurately as compared to Content-based Bayesian classification.

kury_hack_festa2022 icon kury_hack_festa2022

컬리 핵 페스타2022 (초당 옥수수팀) 온라인 행동데이터를 활용한 VAE 추천시스템 구현

labelpropagation icon labelpropagation

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

machine-learning icon machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

nsmc icon nsmc

Naver sentiment movie corpus

posco_ai_challenge_2018 icon posco_ai_challenge_2018

POSCO AI Challenge 2018 ‘철강 원료 가격 변동 추이 예측’ 우수상 (predicting the cost fluctuations of steel raw materials)

samsung_sds_brightics2019 icon samsung_sds_brightics2019

Samsung SDS Brightics 아카데미 데이터분석 부문 3등/ 삼성 SDS 사내식당 브랜드 별 수요량 예측 및 공정 데이터 불량 예측

squeezeformer icon squeezeformer

[NeurIPS'22] Squeezeformer: An Efficient Transformer for Automatic Speech Recognition

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