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2021

Mar 03 [Deep Learning] Attention
Feb 24 [추천시스템] Improving complementary-product recommendations
Feb 24 [Spark Feature] Spark Architecture Explained
Jan 15 [추천시스템] BPR : Bayesian Personalized Ranking from Implicit Feedback

2020

Nov 19 [추천시스템] Factorization Machine
Nov 15 [선형대수학] Generalized Eigenvector (1)
Oct 08 [논문리뷰] ITEM2VEC: Neural Item Embedding for Collaborative Filtering
Sep 22 [추천시스템] 논문리뷰 - xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
Aug 28 [추천시스템] Alternative Least Square(ALS) algorithm Explanation
Aug 25 [머신러닝] Inequality betwen RMSE and MAE
Aug 03 [일기] 헬로 스칼라
Jul 23 [일기] 비온다
Jul 05 [선형대수학] CR, CMR 분해의 중요성
Jun 11 [선형대수학] Review on Symmetric Positive Definite Matrix
Jun 07 [선형대수학] Application of Eigenvectors and Eigenvalues
Feb 10 [정보이론] Discounted Cumulative Gain (DCG & nDCG)
Jan 28[머신러닝] 추천 시스템 Diversity 측정 정리
Jan 28 [머신러닝] 추천 시스템과 SVD
Jan 20 [딥러닝] Keras 함수형 API
Jan 17 [딥러닝] Keras를 활용한 간단한 NN implementation
Jan 16 [요즈] 음
Jan 02 [머신러닝] Gaussian Processes

2019

Dec 23 [선형대수학] Linear Transformation (선형변환)
Dec 20 [선형대수학] Cofactor expansion
Dec 19 [선형대수학] SVD (Singular Value Decomposition)
Dec 18 [선형대수학] LU, LDU decomposition
Dec 18 [선형대수학] Permutation Matrix
Dec 12 [선형대수학] positive definite, semi-positive definite
Dec 11 [베이지안 with Python] 베이지안 Multi-Armed Bandit(MAB)
Dec 10 [베이지안 with Python] Prior Selection
Dec 09 [베이지안 with Python] 'The Price is Right' Inference
Dec 09 [베이지안 with Python] 'Financial prediction'
Dec 05 [파이썬 팁] Plot들 여러개를 움직이는 GIF로 저장하기
Dec 04 [베이지안 with Python] PyMC3를 활용해 실제 추론해보기
Dec 02 [확률기초] Poisson Distribution
Nov 29 [머신러닝] Clustering Algorithms
Nov 27 [베이지안 추론] Bernoulli Likelihood with hierarchical Prior
Nov 20 [Machine Learning] MLE vs MAP
Nov 19 [베이지안 추론] Gibbs Sampling(1)
Nov 12 [베이지안 추론] Binomial Proportion via Grid Approximation
Nov 07 [베이지안 추론] Binomial Proportion 추론
Nov 07 [논문 리뷰] Deep Neural Networks for YouTube Recommendations
Nov 01 [베이지안 추론] Metropolis Algorithm(1)
Nov 01 [베이지안 추론] Metropolis Algorithm(2)
Oct 30 [코드리뷰] TFFM: TensorFlow FactorizationMachine
Oct 29 [논문 리뷰] Factorization Machine
Oct 28 [Study] Vim with Improve
Oct 17 [베이지안 추론] 사전확률? 사후확률?

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