kris-classes / ai

Curated resources for learning & using AI / Machine Learning

ai

Curated resources list for learning & using AI / Machine Learning

Courses

• FastAI Course - Practical Deep Learning for Coders
• FastAI Course Videos - Part 1
• FastAI Course Videos - Part 2
• Microsoft - ML for Beginners
• Andrej Karpathy - Neural Networks Zero to Hero - Has some maths prerequisites.

Communities

• HuggingFace

Libraries

• PyTorch Examples
• HuggingFace Transformers
• LangChain

Text-to-Image

• A1111 Stable Diffusion Web UI
• Stable Diffusion ControlNet
• CivitAI - Stable Diffusion Models

Large Language Models (LLMs)

• RWKV
• GPT-J 6B
• LLaMA
• Vicuna / FastChat