August 2024
Beginner to intermediate
640 pages
14h 53m
Korean
Content preview from AI를 위한 필수 수학
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
387
Chapter 9 -
그래프 모델
241
https://oreil.ly/rVvgg
242
https://oreil.ly/YHvpp
243
https://oreil.ly/Ui3IF
의 한 가지 예가 논문 「
Link
Prediction
with
Graph
Neural
Networks
and
Knowledge
Extraction
」
241
에 나와 있다.
9.10
동적 그래프 모델
앞서 논의한 많은 애플리케이션은 본질적으로 동적이기 때문에 그래프 모델에 시간 종속성을
포함하면 이러한 이점을 얻을 수 있다. 트래픽 예측, 분산 네트워크의 부하 분산, 모든 종류의
상호 작용하는 파티클 시스템 시뮬레이션, 불법 야생 동물 거래 모니터링 등이 그 예다. 동적
그래프 모델에서는 노드와 엣지의 기능이 시간에 따라 진화할 수 있으며 일부 노드나 엣지를
추가하거나 제거할 수 있다. 동적 그래프 모델링은 시장의 최신 거래 동향, 변동, 특정 네트워
크의 새로운 범죄 활동, 교통 시스템의 새로운 경로 또는 연결 같은 정보를 잡아낸다.
동적 그래프를 모델링하고 이로부터 정보를 추출하는 방법에 대한 생각은 새로운 것이 아니다
(논문 「
Dynamic
Graph
Models
」
242
를 참고하자 ). 여기에 딥러닝을 도입하면 이러한 시스
템에서 지식과 인사이트를 추출하는 것이 더 간단해진다. ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.