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Efficient Deep Learning Systems course materials (HSE, YSDA)
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Awesome Hacker News: a collection of awesome Hacker News apps, libraries, resources and shiny things.
Pen and paper exercises in machine learning
Solve puzzles. Improve your pytorch.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
llama3 implementation one matrix multiplication at a time
Π Π΅ΡΠ΅Π½ΠΈΡ Π²ΡΡΡΠΏΠΈΡΠ΅Π»ΡΠ½ΡΡ Π·Π°Π΄Π°Π½ΠΈΠΉ Π² Π¨ΠΊΠΎΠ»Ρ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½ΡΡ (Π¨ΠΠ)
Algorithm and data structure articles for https://cp-algorithms.com (based on http://e-maxx.ru)
PyCon 2015 Pandas tutorial materials
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
π ZSH plugin that reminds you to use existing aliases for commands you just typed
π ZSH port of Fish history search (up arrow)
Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for π
π§βπ« 60+ Implementations/tutorials of deep learning papers with side-by-side notes π; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gaβ¦
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Deep Learning Audio Course, 2024
π€ Machine Learning Summer School Guide
Enable macOS HiDPI and have a native setting.
Collaborative cheatsheets for console commands π.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Materials for the Hugging Face Diffusion Models Course