Shypd.aiThe largest open index of AI toolsMachine-learning-asset-management is an open-source resource for applying machine learning in asset management. It provides Python-based notebooks and code for portfolio construction and trading strategies.
Trending
About
Machine-learning-asset-management is a comprehensive open-source GitHub repository dedicated to the application of machine learning in asset management. It offers a rich collection of Python-based notebooks and code examples, focusing on critical areas such as portfolio construction and various trading strategies. The resource is structured into multiple parts, with the initial articles delving into portfolio construction, including idea generation, alpha factor design, asset allocation, and position sizing. Subsequent parts explore weight optimization methods using supervised, unsupervised, and reinforcement learning frameworks. It's an evolving project, encouraging feedback and contributions, making it a valuable tool for financial professionals and data scientists looking to leverage advanced machine learning techniques in quantitative finance.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
