DiGA

Summary

DiGA, called DigMA in the paper, is a diffusion-guided meta-agent for controllable financial market generation. It generates order flow under target market scenarios.

Official Artifacts

• Paper: https://arxiv.org/abs/2408.12991
• Code: https://github.com/microsoft/TimeCraft/tree/main/DiGA

Role In The Wiki

DiGA is a domain-specific generation and simulation source for financial order-flow trajectories. It is relevant to action-conditioned world-model analogies, but not a generic TSFM.

Related Pages

• TimeCraft
• MarS
• Time-Series Generation
• World Models
• Foundation Time-Series Model Research Agenda