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open-source2026

LoBiFlow

History-conditioned flow matching for generating level-2 limit order books.

  • Flow matching
  • Financial sequences
  • Generative modelling

Problem

Limit-order-book generation must preserve temporal context and market microstructure rather than model isolated snapshots.

Approach

Condition a flow-matching generator on chronological order-book history with reproducible data, training, and benchmark entry points.

Role

Public repository maintainer

The repository packages the research workflow from raw-data preparation through training and evaluation, with optional dependencies separated by use case.