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Add new ML/DL resources for issue #445

Open Aujasyarajput18 opened this issue 3 months ago • 1 comments

Description

Hello! 👋

This PR addresses issue #445 by adding comprehensive ML/DL resources to the ML/README.md file.

Changes Made

  • ✅ Added extensive resources for Large Language Models (LLMs) including:

    • Hugging Face NLP Course
    • Stanford CS224N: Natural Language Processing with Deep Learning
    • LLM University by Cohere
    • Fine-tuning guides from DeepLearning.AI
    • OpenAI GPT best practices
  • ✅ Added resources for Transformers Architecture including:

    • Illustrated Transformer by Jay Alammar
    • Original "Attention Is All You Need" paper
    • The Annotated Transformer
    • Hugging Face Transformers Documentation
    • Stanford CS25: Transformers United
  • ✅ Added resources for Generative Adversarial Networks (GANs) including:

    • GAN Lab - Interactive Visualization
    • Stanford CS236: Deep Generative Models
    • GAN Specialization by DeepLearning.AI
    • PyTorch GAN Tutorial
    • Papers with Code - GANs
  • ✅ Added resources for Neural Network Architectures including:

    • Deep Learning Architectures Visual Guide
    • ResNet, EfficientNet, Vision Transformers papers
    • CNN Explainer - Interactive Visualization
  • ✅ Added Additional Resources section with:

    • Papers with Code
    • Arxiv Sanity Preserver
    • Distill.pub for visual ML explanations
    • Two Minute Papers YouTube channel

Formatting Improvements

  • Fixed HTML comment formatting
  • Standardized badge color notation (COLOR → color)
  • Cleaned up README structure for better readability

All resources are high-quality, beginner-friendly yet comprehensive, and personally curated for students looking to learn these advanced ML/DL topics.

Issue Reference

Closes #445

Thank you for reviewing this PR! I'm happy to make any changes if needed. 🙏

Aujasyarajput18 avatar Oct 24 '25 22:10 Aujasyarajput18