Quark Machine Learning is a project launched in March 2025 that aims to explore the intricacies of complex learning systems from first principles, similar to how "quarks" help us understand the universe at a fundamental level.
The main goal of this project is to understand how systems that seem lifeless can display behaviors, capabilities, and skills, building them from the ground up and documenting the process through articles and code.
This Open Research initiative focuses on finding new ways to discover, understand, and implement ideas while providing clear technical articles on their development.
Along with written content, the initiative encourages collaboration by sharing code and frameworks, enabling readers to replicate experiments and engage in discussions. This cooperative approach will help spread knowledge and create a community of learners dedicated to advancing machine learning.