Skip to content

Conversation

@Aujasyarajput18
Copy link

Description

Hello! πŸ‘‹

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

Changes Made

  • βœ… 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
  • βœ… 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
  • βœ… 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
  • βœ… Added resources for Neural Network Architectures including:

    • Deep Learning Architectures Visual Guide
    • ResNet, EfficientNet, Vision Transformers papers
    • CNN Explainer - Interactive Visualization
  • βœ… 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 β†’ 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. πŸ™

Updated README to correct formatting and add new resources.
@harshxll
Copy link
Collaborator

@Aujasyarajput18 , can you please stick to the formatting already used.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

Add new machine learning resources

2 participants