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Skills for Real Engineers. Straight from my .agents directory.

Shell 210,042 18,146 Updated Aug 7, 2026

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Python 65,535 5,001 Updated Aug 8, 2026

Python SQL Parser and Transpiler

Python 9,508 1,237 Updated Aug 7, 2026

A self-hosted Dynamic DNS solution similar to DynDNS or NO-IP

Go 1,003 123 Updated Nov 27, 2021

A feature-rich command-line audio/video downloader

Python 183,326 15,784 Updated Aug 4, 2026

A curated list of awesome System Design (A.K.A. Distributed Systems) resources.

12,413 1,345 Updated Feb 27, 2026

A list of Free Software network services and web applications which can be hosted on your own servers

311,432 14,599 Updated Aug 8, 2026

Docs is an open-source text editor: web-native, made for real-time collaboration, cleanly structured documents and sub-documents with full ownership of your data. Built to scale with Django and React.

Python 16,712 610 Updated Aug 7, 2026

Never ever ever use pixelation as a redaction technique

TypeScript 8,368 808 Updated Mar 15, 2024

Listing of papers about machine learning for proteins.

1,713 219 Updated May 31, 2024

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

73,077 7,077 Updated Jan 4, 2026

A curated list of engineering blogs

Ruby 38,481 2,026 Updated Aug 21, 2024

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Python 362,482 57,720 Updated Mar 20, 2026

Benchmark datasets, data loaders, and evaluators for graph machine learning

Python 2,093 408 Updated May 6, 2025

A Curated List of Computational Biology Datasets Suitable for Machine Learning

203 27 Updated May 30, 2026

TACCO: Transfer of Annotations to Cells and their COmbinations

Python 69 5 Updated Apr 21, 2026

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Jupyter Notebook 28,196 7,914 Updated Jun 25, 2024
Jupyter Notebook 134 27 Updated Jun 18, 2025

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

Jupyter Notebook 44,425 8,712 Updated Jun 10, 2026

An open access book on scientific visualization using python and matplotlib

Python 11,411 1,013 Updated Jan 4, 2026

The dataset is used to train my own raccoon detector and I blogged about it on Medium

Jupyter Notebook 1,269 950 Updated Oct 12, 2021

A topic-centric list of HQ open datasets.

78,004 11,746 Updated Aug 4, 2026

Concise and beautiful algorithms written in Julia

Julia 1,428 97 Updated Mar 4, 2025

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Jupyter Notebook 89,164 21,860 Updated Aug 5, 2026

18.06 course at MIT

Jupyter Notebook 3,265 786 Updated Apr 3, 2026

Python programs, usually short, of considerable difficulty, to perfect particular skills.

Jupyter Notebook 24,390 2,481 Updated Jul 19, 2026

To learn about optics and microscopy, we generated a simple to build lego microscope that does not need precision optics and 3D printed parts.

1,014 61 Updated Apr 20, 2026
Jupyter Notebook 23 21 Updated May 1, 2023

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Jupyter Notebook 24,740 4,191 Updated Nov 23, 2025

Fast sequential, threaded, and distributed for-loops for Julia—fold for humans™

Julia 309 5 Updated Aug 6, 2026
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