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.

Zettelkasten environment for productive people

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

LLM101n: Let's build a Storyteller

Решения вступительных заданий в Школу анализа данных (ШАД)

Repo for https://t.me/shad_prep

Linux shell for iOS

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

🌸 A command-line fuzzy finder

📎 ZSH plugin that reminds you to use existing aliases for commands you just typed

🐠 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 📖

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

AtCoder Library

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

Deep Learning Audio Course, 2024

Deep learning for audio processing

🤖 Machine Learning Summer School Guide

Enable macOS HiDPI and have a native setting.

Collaborative cheatsheets for console commands 📚.

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