회귀와 베이지안 모델링으로 조건부 정상 범위를 이상탐지에 적용하기
December 31, 2024 · 31 min read선형회귀부터 리지회귀, 감마회귀, 베이지안 선형회귀, MCMC 기반 로지스틱·포아송 회귀까지, 입력값에 따라 달라지는 정상 범위로 이상을 탐지하는 방법을 예제 코드와 함께 정리합니다.
Regression
1 post tagged with “Regression”
Filter by topic
- All
- AI
- API
- Abstraction
- Aggregate
- Agile
- Ai Tool
- Ai Tools
- Alan Kay
- Anomaly Detection
- Anti Pattern
- Apache
- Apigee
- Architect
- Architecture
- Article
- Async
- Axum
- B 2 B
- Bayes
- Bayesian Statistics
- Bias
- Bloomfilter
- Bounded Context
- Browser
- Business
- Cache
- Cdn
- Circular Buffer
- Claude
- Claude Code
- Clean Code
- Code
- Code Quality
- Code Review
- Coding Agents
- Coding Style
- Cognitive
- Cognitive Debt
- Collaboration Tool
- Competitive Advantage
- Complexity
- Concurrency
- Consistent Hashing
- Coroutine
- Cpp
- Creativity
- Cto
- Culture
- Data Abstraction
- Data Modeling
- Data Preprocessing
- Data Science
- Data Structure
- Database
- Database Design
- Database Tool
- Ddd
- Decomposition
- Deep Learning
- Deep Tech
- Dependency Injection
- Design
- Design Patterns
- Design Tool
- DevOps
- Developer
- Developer Tool
- Discord
- Distributed File System
- Distributed System
- Dns
- Domain Driven Design
- Domain Model
- Dynabook
- Engineer
- Engineering
- Enterprise
- Entrepreneurship
- Er Diagram
- Evernote
- Exception
- Failure Pattern
- Fixed Window
- Fms
- Frontend
- Functional Programming
- Git
- GitLab
- Go
- Good To Know
- Https
- Image Processing
- Immutable Data Model
- Industry Analysis
- Information Theory
- Intent Debt
- Io Scheduler
- Jargon
- Java
- JavaScript
- Jenkins
- Langchain
- Langgraph
- Ldap
- Leadership
- Leaky Bucket
- Linux
- Llm
- Logistic Regression
- Machine Learning
- Magic Number
- Mahout
- Makefile
- Malloc
- Management
- Mariadb
- Mbo
- Mcp
- Memory
- Mesos
- Meta
- Methodology
- Mindset Difference
- Model Evaluation
- Modeling
- Mogilefs
- Monitoring
- Multiplexing
- MySQL
- NGINX
- Naming
- Network
- Network Effect
- Neural Network
- Nexus
- Noops
- Okr
- Open Source
- Owasp
- Paradedb
- Password
- Paxos
- Philosophy
- Pose Estimation
- Postgre SQL
- Postgres
- Programmer
- Programming
- Promise
- Push
- Python
- Qa
- Raft
- Rate Limit Algorithm
- Readability
- Redis
- Refactoring
- Regression
- Ring Buffer
- Ruby
- Rust
- SSL
- Sam Altman
- Scalability
- Scale
- Secure Design
- Security
- Segment
- Side Project
- Slack
- Sliding Window
- Small Talk
- Software
- Software Cost
- Software Design
- Software Engineering
- Spring
- Sql
- Square
- Startup
- Statistics
- Study
- Style
- Svm
- Tdd
- Teamwork
- Tech Blog
- Tech Leader
- Tech Radar
- Tech Trend
- Technical Debt
- Terminal
- Test
- Thinking
- Thread
- Threat Modeling
- Time Series
- Tls
- Token Bucket
- Tool
- Translator
- Trello
- Tumblr
- Uber
- Unsupervised Learning
- Uuid
- Value Object
- Vim
- Vulnerability
- Web
- Yagni
- Youtube
- Zero Trust