Master programming by recreating your favorite technologies from scratch.
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
- gpt
- large-language-models
- llm
- python
PhotoCraft: An open-source photo editor written from scratch in pure Rust
- images
- photo-editing
- art
- rust
Learn AI Engineering! Learn it. Build it. Ship it for others.
🧠 Train a 64M-parameter LLM from scratch in just 2h!
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
- machine-learning
- deep-learning
- deep-reinforcement-learning
- machine-learning-from-scratch
How to create an OS from scratch
TranslatedList of personally collected books PDF download Baidu Cloud e-book download
LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。
PdfCraft: An open-source PDF reader and editor written from scratch in pure Rust
- document-processing
- documents
- pdf-generation
🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.
FilmCraft: An open-source, nonlinear video editor written from scratch in pure Rust
- art
- rust
- video
- video-editing
Translated7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) A series on writing/implementing things from scratch in 7 days with Go
- learning
- starter-project
- golang
- scratch
LightCraft: An open-source non-destructive photo editor written from scratch in pure Rust
- art
- photography
- raw
- raw-editor
llama3 implementation one matrix multiplication at a time
Bootstrap yourself to write an OS from scratch. A book for self-learner.
A straightforward method for training your LLM, from downloading data to generating text.
A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.
- avx2
- c99
- cpu-inference
- deep-learning
VectorCraft: An open-source vector art tool written from scratch in pure Rust
- art
- rust
- rust-lang
- svg
Krita is a free and open source cross-platform application that offers an end-to-end solution for creating digital art files from scratch built on the KDE and Qt frameworks.
Writing a sqlite clone from scratch in C
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code for Data Science From Scratch book
Minecraft: Java Edition 26.3 rewritten from scratch in Rust, checked against vanilla with 281 differential harnesses. Get it with the Horizon launcher.
- differential-testing
- game-engine
- linux
- minecraft