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codecrafters-io/build-your-own-x

Build your own x by recreating favorite technologies from scratch

472.5K
Stable
Markdown
#awesome-list#free#programming

rasbt/LLMs-from-scratch

Build a GPT-like LLM from scratch using PyTorch

87.2K
Active
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
PyTorch
#ai#deep-learning#generative-ai

jingyaogong/minimind

Train a 26M GPT from scratch in 2h

40.5K
Active
Python
Fine-tuning
LLM Frameworks
PyTorch
#llm-training#fine-tuning#pytorch

karpathy/LLM101n

Course on building a Storyteller AI LLM from scratch in Python, C, and CUDA

36.4K
Archived
Tutorials & Courses
Inference
PyTorch
#llm#ai#deep learning

SerenityOS/serenity

A Unix-like OS with a custom kernel and GUI, built from scratch in C++ for 64-bit x86, Arm, and RISC-V.

33.0K
Active
C++
Linux Distros
CLI Tools
#operating-system#unix-like#custom-kernel

eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

cfenollosa/os-tutorial

Learn to create an OS from scratch with step-by-step tutorials and code examples.

30.2K
Active
C
Linux Distros
Tutorials & Courses
#os-development#kernel-programming#low-level-programming

datawhalechina/hello-agents

Comprehensive tutorial for building AI-native agents from scratch

25.4K
Active
Python
Agents & Orchestration
Tutorials & Courses
Python
#agent-frameworks#llm-agents#rag

verekia/js-stack-from-scratch

Step-by-step guide to build a modern JavaScript stack from scratch

20.4K
Archived
JavaScript
Full-Stack Frameworks
Build Tools
JavaScript
#javascript#webpack#babel

Dujltqzv/Some-Many-Books

A personal collection of books, including PDF downloads, Baidu Cloud, and e-book downloads.

18.3K
Stable
Books & Guides
#books#pdf#ebooks

phil-opp/blog_os

An open-source project that provides a step-by-step guide to writing an operating system from scratch in Rust.

17.3K
Active
HTML
API Frameworks
#rust#operating-system#kernel

geektutu/7days-golang

A collection of Go programming projects from scratch, including a web framework, distributed cache, ORM, and RPC framework.

16.8K
Archived
Go
Backend Frameworks
#golang#starter-project#web-framework

naklecha/llama3-from-scratch

An implementation of the LLaMA model, built one matrix multiplication at a time using Jupyter Notebooks.

15.2K
Archived
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#llama#language-model#matrix-multiplication

s-matyukevich/raspberry-pi-os

This repository is a tutorial on building an operating system from scratch using the Linux kernel and Raspberry Pi.

13.8K
Archived
C
Tutorials & Courses
#arm#linux-kernel#operating-system

mouredev/hello-git

This is a course to learn how to work with the Git version control system and the GitHub platform from scratch for beginners.

13.5K
Active
Tutorials & Courses
#git#github#version-control

tuhdo/os01

A book for self-learning to write an operating system from scratch

13.4K
Archived
TeX
React
#operating-system#self-learning#book

DoctorWkt/acwj

An educational resource for developers to learn how to build a compiler from scratch in C.

12.8K
Stable
C
Tutorials & Courses
#compiler#lexical-analysis#parsing

cstack/db_tutorial

A tutorial for writing a SQLite clone from scratch in C, a useful resource for developers building database-backed applications.

10.3K
Archived
C
Databases
#database#sqlite#c

joelgrus/data-science-from-scratch

A book and open-source library for learning data science from scratch using Python

9.5K
Archived
Python
Books & Guides
Python
#data-science#machine-learning#python

KDE/krita

Krita is a free and open-source digital painting application built on the KDE and Qt frameworks.

9.4K
Active
C++
Component Libraries (Qt)
Qt
#digital-painting#cross-platform#open-source

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