{"repo":"holypolyfoundation/bs-p","free":true,"listed":false,"github":"https://github.com/holypolyfoundation/bs-p","clone":"git clone https://github.com/holypolyfoundation/bs-p.git","description":"Ultra-low latency AVX-512 Polymarket market-making kernel (Logit Jump-Diffusion + Avellaneda-Stoikov in logit space)","language":"C","stars":156,"topics":["avx512","c","core","hft","market-making","polymarket","prediction-markets","quantitative-finance","rust","simd"],"license":"MIT","category":"trading","readme_excerpt":"polymarket-kernel Ultra-low latency computational core for Polymarket market making, now upgraded into a comprehensive decision-support and risk engine for prediction-market microstructure. Repository Layout - packages/crates : Rust crate ( polymarket-kernel ) - packages/npm : public npm package - packages/bun : public Bun package - packages/python : public PyPI package - docs : additional project documentation - tools : local release and utility scripts Published Packages - crates.io: polymarket-kernel - npm: holypolyfoundation-bs-p-npm - Bun (npm registry): holypolyfoundation-bs-p-bun - PyPI: bs-poly Install Usage Guide Rust Node.js / npm Bun Python Overview polymarket-kernel implements a unified logit-space stochastic framework where probabilities are transformed into log-odds and processed through SIMD-native math. The crate now combines: - high-throughput quoting primitives - inventory-aware execution math - vectorized analytics and portfolio risk aggregation The runtime keeps a portable scalar baseline for any CPU, uses NEON acceleration on aarch64 (Apple Silicon, Graviton, Ampere), and enables AVX-512 acceleration on x86 64 only when the host actually supports it (checked via CPUID + XGETBV). Source paper: - Toward Black-Scholes for Prediction Markets (Shaw & Dalen, 2025) Features Core Quoting Kernel - SoA (Structure of Arrays) layout for contiguous memory access and SIMD-friendly loads - Runtime-dispatched AVX-512 quote acceleration with portable fallback - Native NEO","default_branch":null,"files":null,"tree":[],"storefront":"/r/holypolyfoundation","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/holypolyfoundation/bs-p/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}