{"repo":"kand-ta/kand","free":true,"listed":false,"github":"https://github.com/kand-ta/kand","clone":"git clone https://github.com/kand-ta/kand.git","description":"Kand: Blazing-Fast, Modern Technical Analysis in Rust, Python, and WASM.","language":"Rust","stars":551,"topics":["finance","financial","indicator","series-analysis","stocks","ta-lib","technical-analysis","quant"],"license":"Apache-2.0","category":"trading","readme_excerpt":"Documentation : Rust - Python Repository : GitHub Kand: A Modern, High-Performance Technical Analysis Library [!WARNING] This project is under active development. APIs may change, and some features might not be fully implemented or tested yet. Contributions and feedback are welcome! EMA calculation performance comparison across different implementations. Why Kand? Kand is engineered as a modern replacement for TA-Lib , addressing its core limitations—such as single-threaded execution, Python GIL constraints, memory overhead, and inefficient real-time processing—while preserving its strengths in comprehensive indicator support and ease of integration. Built in Rust, Kand delivers superior performance, safety, and flexibility for quantitative trading, data science, and financial analysis. - ⚡ Superior Performance with Memory Safety Leveraging Rust's efficiency, Kand achieves speeds rivaling or exceeding TA-Lib 's peak performance, but with built-in memory safety that eliminates common vulnerabilities and reduces overhead in TA-Lib 's C-based implementation. - 🔓 True Multithreading Capabilities Unlike TA-Lib , which is hindered by Python's GIL and single-threaded design, Kand enables seamless parallel processing across multiple cores, unlocking significant gains in multi-threaded environments for large-scale computations. - ⚙️ Efficient Real-Time Incremental Updates Kand introduces O(1) complexity for incremental calculations, ideal for streaming data and real-time applications","default_branch":null,"files":null,"tree":[],"storefront":"/r/kand-ta","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kand-ta/kand/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."}