deep-learning-pytorch 是做什麼的？
提供深度學習、Transformer、擴散模型與大型語言模型（LLM）開發的專家指導，搭配 PyTorch、Transformers、Diffusers 與 Gradio。
提供深度學習、Transformer、擴散模型與大型語言模型（LLM）開發的專家指導，搭配 PyTorch、Transformers、Diffusers 與 Gradio。
這個 AI 代理技能「mindrally/deep-learning-pytorch」旨在為開發者提供深度學習領域的專業指引，特別聚焦於 Transformers、擴散模型以及大型語言模型（LLM）的實作與開發。其核心目的是協助使用者利用 PyTorch、Hugging Face Transformers、Diffusers 以及 Gradio 等主流框架，快速搭建、訓練、微調與部署先進的深度學習模型。此技能支援多種平台，如 Claude Code、Coder 或支持 Markdown 技能格式的代理環境，能夠透過結構化的指令與範例程式碼，引導使用者理解複雜概念並執行實際任務。從模型架構選擇、資料預處理、訓練流程最佳化，到最終的互動式應用介面建立，此技能提供從頭到尾的端到端支援，並強調最佳實踐與最新技術趨勢，能顯著提升開發者在尖端 AI 專案上的效率與品質。
npx skills add https://github.com/mindrally/skills/tree/main/skills/deep-learning-pytorchInstalled? Explore more 程式設計與開發 skills: steipete/bluebubbles, steipete/eightctl, steipete/blucli · View all 6 →
提供深度學習、Transformer、擴散模型與大型語言模型（LLM）開發的專家指導，搭配 PyTorch、Transformers、Diffusers 與 Gradio。
This repo contains 20 individual skills — each has its own dedicated page.
Implement web accessibility (a11y) best practices following WCAG guidelines to create inclusive, accessible user interfaces.
Expert guidelines for Chrome extension development with Manifest V3, covering security, performance, and best practices. Use when building browser extensions, creating popup UIs, implementing content scripts, working with Chrome APIs, managing extension permissions, or publishing to Chrome Web Store.
Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.
Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.
Expert in Expo React Native TypeScript mobile development with best practices
Expert in FastAPI Python development with best practices for APIs and async operations
Expert guidelines for building performant animations with Framer Motion/Motion library in React applications
HTMX development guidelines for building dynamic web applications with minimal JavaScript using HTML attributes.
Guidelines for implementing JWT authentication with security best practices for token creation, validation, and storage
Machine learning development with JAX, functional programming patterns, and high-performance computing.
MySQL development best practices for schema design, query optimization, and database administration
Expert in TypeScript, Node.js, Next.js App Router, React, Shadcn UI, Radix UI and Tailwind
Full-stack Next.js 14 development with TypeScript, TailwindCSS, and Supabase for building production-ready web applications.
Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture
Expert guidance for browser automation using Puppeteer with best practices for web scraping, testing, screenshot capture, and JavaScript execution in headless Chrome.
Redis development best practices for caching, data structures, and high-performance key-value operations
Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.
SCSS/Sassy CSS best practices and coding guidelines for maintainable, scalable stylesheets
Guidelines for developing with TypeORM, a full-featured ORM for TypeScript and JavaScript supporting multiple databases
Expert in web scraping and data extraction with Python tools
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.