Repository Index

Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis)

• agent-memory
• ai
• bitemporal
• graphiti

Translated知策 (Zhice, "know strategy") | AI investment research and strategy experiment workbench: view markets and news, compare strategy judgments; organize investment documents into knowledge backed by source-text evidence, form rules through manual confirmation, screen candidates, and verify them in independent simulated accounts.

Botnet command & control monitor

Python parser and tools for MUSDB18 Music Separation Dataset

• dataset
• python
• sisec
• musdb

On-device Vision Model - a fully offline, free vision pipeline that gives text-only models (e.g. DeepSeek) image understanding and multilingual OCR through an OpenAI-compatible local API. Only tokens are needed: no API key, no subscription, no cloud cost. Recommended for native speakers of Chinese, English, Japanese and Korean.

TranslatedTurn lecture slides into source-cited study PDFs and printable cheatsheets. Page-by-page explanations, compact formula sheets, and detailed review booklets, with the page count and the Chinese-English language ratio chosen by you.

Runtime defense against memory poisoning in AI agents (OWASP ASI06). Drop-in for LangChain, OpenAI Agents, AutoGen, CrewAI and mem0.

• ai-agents
• langchain
• llm-security
• memory-poisoning

Whole-body motion tracking for the Unitree G1 in about 3 minutes on one GPU.

• humanoid-robotics
• lafan1
• mjlab
• motion-tracking

H(igh) A(ssurance) ROS - Static analysis of ROS1 application code.

• static-analysis
• ros
• quality-assurance
• robotics

Happy helper for your terminal

Sublime Text 2 Plugin to compile less files to css on save

SQLAlchemy nested sets mixin (MPTT)

• python
• mptt
• sqlalchemy
• nested-set

RAG over GitHub issues, with a hand-reviewed eval set and an audit of the judge itself. Reports the interval, not just the best number.

• evaluation
• github-issues
• llm
• llm-as-judge

Deepinfer inspired implemetation on SM80 Ampere architecture. Deepest respect for DeepSeek opensource this work!

MicroPython driver for WS2812 RGB LEDs (WS2812B, AdaFruit NeoPixels, ...).

McReplay（麦回放）— Structural snapshots, change reports, and local MCP replay for McDonald's China integrations.

TranslatedCaptcha recognition implemented with a convolutional neural network

• neural-network
• cnn-keras
• tensorflow

This repository is a collection of TTS Models in TFLite

Zenith is a 3D visualizer for Factorio, not it's own game and runs exclusively alongside Factorio. release video: https://youtu.be/WfOE97zCZLE?si=ZiUjPkUyOOLtnf3l

manim cell magic for IPython/Jupyter to show the output video

• jupyter-magic
• jupyer
• manim
• ipython-magic

Encode spatial data as topology in Python! 🌍 https://mattijn.github.io/topojson

• topojson
• topology
• topojson-format
• geojson

macOS-style mouse and headset battery indicator card for Windows and MyDockFinder (ATK Mouse & HyperX Headset)

Tools for working with GTFS public transit data in ArcGIS

• spatial-analysis
• data-management
• gtfs
• gtfs-rt

Simulation-based Lidar Super-resolution for Ground Vehicles