ML & Modeling on Kim Won Tae

ML & Modeling on Kim Won Taehttps://wontaekim89.github.io/categories/ml--modeling/Recent content in ML & Modeling on Kim Won TaeHugo -- gohugo.ioko© 2026 Kim Won TaeWed, 28 Feb 2024 18:26:27 +0900Vector DB란 무엇일까? 그리고 어떤 Vector DB를 사용해야할까? (2)https://wontaekim89.github.io/posts/90/Wed, 28 Feb 2024 18:26:27 +0900https://wontaekim89.github.io/posts/90/Vector DB란 무엇일까? 그리고 어떤 Vector DB를 사용해야할까? (1)https://wontaekim89.github.io/posts/89/Tue, 27 Feb 2024 23:42:55 +0900https://wontaekim89.github.io/posts/89/이제 Tabular Data는 MLP 대신 FT-Transformer를 써야하는 이유!https://wontaekim89.github.io/posts/87/Fri, 23 Feb 2024 00:57:54 +0900https://wontaekim89.github.io/posts/87/Weight initialization(He, Xavier, LeCun)https://wontaekim89.github.io/posts/85/Sat, 17 Feb 2024 20:30:39 +0900https://wontaekim89.github.io/posts/85/Pytorch의 'AutoGrad' 과정을 하나하나 뜯어보자!https://wontaekim89.github.io/posts/84/Wed, 07 Feb 2024 18:11:27 +0900https://wontaekim89.github.io/posts/84/[Norm] L2 Norm? L1 Norm? 이제 제대로 알고 사용하자!https://wontaekim89.github.io/posts/80/Fri, 19 Jan 2024 08:46:46 +0900https://wontaekim89.github.io/posts/80/[Imbalance Data] 불균형데이터를 극복하고 모델을 학습하는 방법https://wontaekim89.github.io/posts/79/Wed, 17 Jan 2024 18:02:13 +0900https://wontaekim89.github.io/posts/79/[행렬곱/행렬과 벡터의 곱]행렬곱이 딥러닝이랑 무슨 관계이길래?https://wontaekim89.github.io/posts/78/Wed, 17 Jan 2024 01:39:00 +0900https://wontaekim89.github.io/posts/78/[AutoML] AutoGluon으로 빠르게 여러 ML모델들을 비교 테스트해보자!https://wontaekim89.github.io/posts/77/Tue, 16 Jan 2024 14:40:00 +0900https://wontaekim89.github.io/posts/77/[Pytorch Profiler]파이토치 프로파일러를 통해 모델 성능 모니터링하기!https://wontaekim89.github.io/posts/76/Wed, 10 Jan 2024 18:04:08 +0900https://wontaekim89.github.io/posts/76/[ML 확률과 통계] 확률 변수와 확률 분포https://wontaekim89.github.io/posts/73/Mon, 25 Dec 2023 18:36:02 +0900https://wontaekim89.github.io/posts/73/[ML 확률과 통계] 순열과 조합https://wontaekim89.github.io/posts/72/Thu, 21 Dec 2023 23:14:30 +0900https://wontaekim89.github.io/posts/72/컨텐츠 기반 추천 vs 협업 필터링https://wontaekim89.github.io/posts/56/Mon, 26 Jun 2023 10:17:26 +0900https://wontaekim89.github.io/posts/56/[Real-time Instance Segmentation] 화상대화 배경제거 (1)https://wontaekim89.github.io/posts/23/Mon, 09 Jan 2023 11:48:57 +0900https://wontaekim89.github.io/posts/23/[Meta Learning] Few-Shot Learning을 알아보자!https://wontaekim89.github.io/posts/8/Thu, 29 Sep 2022 11:46:10 +0900https://wontaekim89.github.io/posts/8/[VGG]VGGNet을 한번 파헤쳐보자!https://wontaekim89.github.io/posts/4/Sat, 17 Sep 2022 14:54:42 +0900https://wontaekim89.github.io/posts/4/[차원축소]차원축소 모델 비교분석_의료https://wontaekim89.github.io/posts/7/Tue, 13 Sep 2022 18:30:15 +0900https://wontaekim89.github.io/posts/7/[CNN]CNN(Convolutional Neural Networks) : 합성곱 신경망을 파헤쳐보자!https://wontaekim89.github.io/posts/5/Wed, 07 Sep 2022 14:22:28 +0900https://wontaekim89.github.io/posts/5/