Samet Dumankaya's starred repositories
generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llama_index
LlamaIndex is a data framework for your LLM applications
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
anything-llm
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, and more.
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
mlx-examples
Examples in the MLX framework
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
cloudflare-saas-stack
Quickly make and deploy full-stack apps with database, auth, styling, storage etc. figured out for you. Add all primitives you want.
PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
RealtimeTTS
Converts text to speech in realtime
RedditBadUIBattles
My UI designs that I created for a Reddit subreddit named Bad UI Battles where the developers intentionally design bad UI .