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mindrally/deep-learning-pytorch

提供深度学习、Transformer、扩散模型和大型语言模型(LLM)开发的专家指导,支持 PyTorch、Transformers、Diffusers 和 Gradio。

deep-learning-pytorch 是什么?

本技能为使用 PyTorch、Transformers、Diffusers 和 Gradio 等框架进行深度学习、Transformer、扩散模型和 LLM 开发的开发者提供专业指导。它覆盖了从模型构建到部署的全流程,包括使用 PyTorch 进行神经网络设计、利用 Transformers 库处理自然语言任务、通过 Diffusers 生成高质量图像以及基于 Gradio 快速构建交互式演示。此技能适用于集成到 Claude Code、Cursor 或 Codex 等 AI 编码代理中,帮助开发者解决复杂的深度学习问题,提升开发效率。通过清晰的文档和示例,它简化了尖端深度学习技术的应用,使其更易于落地。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/mindrally/skills/tree/main/skills/deep-learning-pytorch

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deep-learning-pytorch 是做什么的?

为使用 PyTorch、Transformers、Diffusers 和 Gradio 进行深度学习、Transformer、扩散模型和 LLM 开发提供专家指导。

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

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Implement web accessibility (a11y) best practices following WCAG guidelines to create inclusive, accessible user interfaces.

mindrally/chrome-extension-development

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.

mindrally/computer-vision-opencv

Expert guidance for computer vision development using OpenCV, PyTorch, and modern deep learning techniques for image and video processing.

mindrally/data-analysis-jupyter

Expert guidance for data analysis, visualization, and Jupyter Notebook development with pandas, matplotlib, seaborn, and numpy.

mindrally/expo-react-native-typescript

Expert in Expo React Native TypeScript mobile development with best practices

mindrally/fastapi-python

Expert in FastAPI Python development with best practices for APIs and async operations

mindrally/framer-motion

Expert guidelines for building performant animations with Framer Motion/Motion library in React applications

mindrally/htmx

HTMX development guidelines for building dynamic web applications with minimal JavaScript using HTML attributes.

mindrally/jwt-security

Guidelines for implementing JWT authentication with security best practices for token creation, validation, and storage

mindrally/machine-learning

Machine learning development with JAX, functional programming patterns, and high-performance computing.

mindrally/mysql-best-practices

MySQL development best practices for schema design, query optimization, and database administration

mindrally/nextjs-react-typescript

Expert in TypeScript, Node.js, Next.js App Router, React, Shadcn UI, Radix UI and Tailwind

mindrally/nextjs-typescript-tailwindcss-supabase

Full-stack Next.js 14 development with TypeScript, TailwindCSS, and Supabase for building production-ready web applications.

mindrally/odoo-development

Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture

mindrally/puppeteer-automation

Expert guidance for browser automation using Puppeteer with best practices for web scraping, testing, screenshot capture, and JavaScript execution in headless Chrome.

mindrally/redis-best-practices

Redis development best practices for caching, data structures, and high-performance key-value operations

mindrally/scrapy-web-scraping

Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.

mindrally/scss-best-practices

SCSS/Sassy CSS best practices and coding guidelines for maintainable, scalable stylesheets

mindrally/typeorm

Guidelines for developing with TypeORM, a full-featured ORM for TypeScript and JavaScript supporting multiple databases

mindrally/web-scraping

Expert in web scraping and data extraction with Python tools

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