GitHub
deep-learning
Build and train neural networks with PyTorch - MLPs, CNNs, and training best practices
☆ 1查看技能
工具与集成 AI 技能
发现 工具与集成 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 工具与集成
工具与集成 清除筛选
全部技能
GitHub
clustering
Discover patterns in unlabeled data using clustering, dimensionality reduction, and anomaly detection
☆ 1查看技能
GitHub
ml-fundamentals
Master machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
☆ 1查看技能
GitHub
supervised-learning
Build production-ready classification and regression models with hyperparameter tuning
☆ 1查看技能
GitHub
nlp-basics
Process and analyze text using modern NLP techniques - preprocessing, embeddings, and transformers
☆ 1查看技能
GitHub
computer-vision
Build computer vision solutions - image classification, object detection, and transfer learning
☆ 1查看技能
GitHub
ml-deployment
Deploy ML models to production - APIs, containerization, monitoring, and MLOps
☆ 1查看技能
GitHub
management
Linux system management - packages, services, users
☆ 1查看技能
GitHub
networking
Linux networking fundamentals - configuration, troubleshooting, security
☆ 1查看技能
GitHub
languages
Linux programming languages - installation, configuration, development
☆ 1查看技能
GitHub
data-ai
Linux data science and AI/ML environment setup - TensorFlow, PyTorch, CUDA, Jupyter
☆ 1查看技能
GitHub
scripting
Linux shell scripting mastery - Bash, automation, cron jobs
☆ 1查看技能
GitHub
system-admin
Linux system administration - installation, maintenance, troubleshooting
☆ 1查看技能
GitHub
devops
Linux DevOps tools and practices - CI/CD, automation, infrastructure
☆ 1查看技能
GitHub
specialized
Linux specialized topics - kernel, security hardening, performance
☆ 1查看技能
GitHub
development
Linux development environment - compilers, build tools, IDEs
☆ 1查看技能
GitHub
shell-basics
Linux shell basics - navigation, commands, file operations
☆ 1查看技能
GitHub
architecture
Linux system architecture - processes, memory, storage, kernel
☆ 1查看技能
GitHub
uikit-development
Master UIKit - Views, controllers, navigation, Auto Layout, animations
☆ 1查看技能
GitHub
ios-fundamentals
Master iOS development foundations - Architecture, lifecycle, memory, concurrency
☆ 1查看技能
GitHub
swiftui-development
Master SwiftUI - Declarative UI, state management, animations, modern iOS development
☆ 1查看技能
GitHub
ios-data
Master iOS data persistence - SwiftData, Core Data, Keychain, CloudKit
☆ 1查看技能
GitHub
ios-testing
Master iOS testing - XCTest, UI testing, mocking, debugging, performance
☆ 1查看技能
GitHub
ios-networking
Master iOS networking - URLSession, async/await, REST APIs, authentication
☆ 1查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。