Official Personal Package Archive (PPA) delivering high-performance Python acceleration engines, AI Agent tools, and SIMD microkernels for Debian and Ubuntu Linux.
Executes the official setup script to import the GPG key and register the APT source list in one automated step:
curl -sS https://eminsk.github.io/ppa/setup.sh | sudo bash
Run these standard commands to manually configure the cryptographic keyring:
sudo mkdir -p /etc/apt/keyrings
curl -fsSL https://eminsk.github.io/ppa/KEY.gpg | sudo gpg --dearmor -o /etc/apt/keyrings/eminsk.gpg --yes
echo "deb [signed-by=/etc/apt/keyrings/eminsk.gpg] https://eminsk.github.io/ppa ./" | sudo tee /etc/apt/sources.list.d/eminsk.list
sudo apt updateDrop-in installation layer for Ubuntu or Debian base containers:
RUN apt-get update && apt-get install -y curl gnupg && \
curl -sS https://eminsk.github.io/ppa/setup.sh | bash && \
apt-get install -y python3-agentjit python3-nanovector python3-nanogemm && \
rm -rf /var/lib/apt/lists/*Just-In-Time Compiler for AI Agent Trajectories. Compiles dynamic LLM loops into deterministic <1ms Python code with speculative de-optimization guards.
sudo apt install python3-agentjit
Minimalist, bare-metal General Matrix Multiplication (GEMM) microkernel engine. AVX2/FMA register tiling for sub-microsecond CPU inference in Python.
sudo apt install python3-nanogemm
100% Private, offline desktop memory & screen semantic search engine. Open-source Microsoft Recall alternative with zero cloud telemetry and perceptual diffing.
sudo apt install python3-nanorecall
The SQLite of Vector Search & Episodic Memory for AI Agents. Bare-metal C99, AVX2+FMA, single-file .nvec format, zero dependencies in ~120 KB footprint.
sudo apt install python3-nanovector
Headless Excel Formula Engine (129+ functions including XLOOKUP, PMT, IRR), hardware SIMD SSE2 math engine, and modern spreadsheet desktop viewer.
sudo apt install python3-xlsx-viewer-pro
Multi-asset Candlestick Pattern Scanner, AI Confluence Scorer (Trend + RSI + Volume + ATR), Automated Trade Setup generator, and Quantitative Backtesting engine.
sudo apt install python3-yfinance-ta-patterns
All binary `.deb` packages and release indexes (`InRelease`, `Release.gpg`) in this archive are signed using the official eminsk GPG release key:
You can inspect or download the raw public key directly: KEY.gpg (or via curl -sS https://eminsk.github.io/ppa/KEY.gpg).