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mindrally/deep-learning-pytorch

Orientación experta para aprendizaje profundo, transformers, modelos de difusión y desarrollo de LLM con PyTorch, Transformers, Diffusers y Gradio.

¿Qué es deep-learning-pytorch?

Este skill proporciona asistencia experta para el desarrollo de modelos de aprendizaje profundo, incluyendo transformers, modelos de difusión y grandes modelos de lenguaje (LLM). Está diseñado para developers que trabajan con PyTorch, Hugging Face Transformers, Diffusers y Gradio. Ofrece guías detalladas para implementar, entrenar y desplegar modelos de última generación. Es compatible con entornos de desarrollo basados en Python y aprovecha las librerías más populares del ecosistema de IA. El skill se basa en el contenido de su archivo SKILL.md, que contiene documentación estructurada con ejemplos de código, configuraciones de entrenamiento y mejores prácticas para construir aplicaciones de IA avanzadas. Es útil tanto para principiantes como para expertos que buscan optimizar flujos de trabajo y evitar errores comunes en el desarrollo de deep learning.

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

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Documentación

¿Qué hace deep-learning-pytorch?

Orientación experta para aprendizaje profundo, transformers, modelos de difusión y desarrollo de LLM con PyTorch, Transformers, Diffusers y Gradio.

Individual skills in this repo

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

mindrally/accessibility-a11y

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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