August 2024
Beginner to intermediate
640 pages
14h 53m
Korean
Content preview from AI를 위한 필수 수학
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377
Chapter 9 -
그래프 모델
237
https://oreil.ly/ZJyeo
엣지
한 페이지에서 다른 페이지로 연결되는 수십억 개의 엣지
우리가 주목해야 할 사항
●
노드의 평균 차수는 얼마인가?
●
노드의 차수 분포 (들어오는 차수와 나가는 차수가 다를 수 있다 ). 멱법칙을 따르는가? 아니면 다른 법칙을
따르는가?
●
그래프의 연결성 : 연결된 쌍의 비율은 얼마나 될까?
●
노드 간의 평균 거리는 어떻게 되는가?
●
관찰된 웹의 구조가 특정 크롤링에 종속적인가, 독립적인가?
●
약하게 연결된 구성 요소와 강하게 연결된 구성 요소의 피처 구조
●
거대하고 강하게 연결된 구성 요소가 있는가? 이 거대한 구성 요소에 도달하거나 도달할 수 있는 노드의 비
율은 얼마나 되는가?
9.6.17
컴퓨터 프로그램 자동 분석
그래프는 컴퓨터 프로그램 검증, 프로그램 추론, 신뢰성 이론, 컴퓨터 고장 진단, 컴퓨터 메
모리 구조 연구 등에 사용될 수 있다. 일례로 논문 「
Graph
Neural
Networks
on
Program
Analysis
」
237
를 들 수 있다.
프로그램 분석은 프로그램의 동작이 특정 사양을 준수하는지 확인하는 것을 목표로 한다. 일반적으로 프로그
램 분석은 사람이 정의하고 조정해야 한다. 이는 비용이 많이 드는 과정이다. 최근 머신러닝 방법은 광범위한 ...
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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.