Stars
Probabilistic inference in forkable worlds: SMC, particle MCMC, MCMC over traces, HMC blocks, variational inference and counterfactuals on spindel.
An open effort to structure learning resources with meaningful connections.
A complete computer science study plan to become a software engineer.
Implement a reasoning LLM in PyTorch from scratch, step by step
A hierarchical inference engine for frontier MoE models: hot experts on the GPU (CUDA, Vulkan), warm ones in RAM, cold ones streamed from NVMe. Written in C, runs on the hardware you already own.
A Collection of application ideas that can be used to improve your coding skills ❤.
Implement one small API on SQLite in any language; we benchmark it on a $12 server (1 vCPU, 2 GB)
Vibecoded Personal Autonomous Assistant
droast - a dockerfile linter that actually has opinions 🔥
minimal-emacs.d - Emacs init.el and early-init.el for Better Defaults and Optimized Startup, intended to serve as a solid foundation for your vanilla Emacs configuration | Emacs Starter Kit
Versioned, fast and scalable columnar database.
A curated dataset of global electrical grid maps, datasets and resources.
Open Source data engineering demo project using dbt, DuckDB, dlt, Dagster and Metabase.
A Complete enhanced version of the PXE server supporting booting from ISOs written in Golang and Deployable via containers or binaries.
Every awesome list on every topic, including awesome lists of awesome lists, updated daily.
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼
Build data processing and data analysis pipelines that leverage the power of LLMs 🧠
💫 Toolkit to help you get started with SDD or any other process!
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Machine learning powered Karaoke app (with scores!)
Ways of Working (WOW) has 100+ tips for teamwork, including principles, values, tenets, ground rules, aspirations, norms, agreements, expectations, understandings, and more.
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
Tools and documentation for creating proper, fully functional Ollama model templates. Addresses critical issues with community-generated Ollama models that often have incorrect or incomplete templa…