Hudson & Thames develops Python libraries that provide ready-to-use algorithms for quantitative finance, enabling traders and portfolio managers to implement advanced strategies based on academic research. Their solutions enhance investment decision-making by offering scalable tools for mean-reversion and machine learning applications, effectively augmenting a firm's research capabilities.
Funding
Funding not disclosed
Founders
Product
Problem
Quantitative analysts and portfolio managers often lack readily available, well-documented implementations of advanced quantitative finance algorithms derived from academic research. Developing and maintaining these algorithms in-house requires significant time and resources, hindering the rapid deployment of sophisticated trading strategies.
Solution
Hudson & Thames provides Python libraries that offer pre-built, rigorously tested implementations of quantitative finance algorithms sourced from academic literature. Their libraries, including ArbitrageLab, MlFinLab, and PortfolioLab, enable users to quickly implement mean-reversion strategies, machine learning models, and portfolio optimization techniques. By providing scalable and easy-to-integrate solutions, Hudson & Thames empowers firms to enhance their research capabilities and accelerate the development of advanced investment strategies.
Target Audience
The primary users are quantitative analysts, traders, and portfolio managers seeking to implement advanced quantitative strategies based on academic research.
Features
- ArbitrageLab: A Python library for exploiting mean-reverting portfolios with a complete set of algorithms.
- MlFinLab: A Python library for leveraging machine learning in portfolio management and trading, offering reproducible, interpretable, and easy-to-use tools.
- PortfolioLab: A Python library containing landmark implementations for portfolio optimization, enabling portfolio managers to utilize the latest techniques in quantitative finance.
- Extensive documentation and additional materials to facilitate seamless integration.
- Code coverage of 100%.