notebook by Georges Le Bellier - Twitter, Website
This notebook centers around the Flow Matching for Generative Modeling article [1] and proposes an implementation of Flow Matching in the case of Optimal Transport conditional Vector Fields. The implementation proposed in [2] was consulted and it inspired the use of the Zuko [3] package for ODE solving and sampling. Moreover, this notebook adopts the notations of the original article and thus the numbers of the equations are the same as in the paper.
📄 [1] Flow Matching for Generative Modeling by Yaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, Maximilian Nickel, Matt Le - Article
🐍 [2] Flow Matching in 100 LOC by François Rozet - Implementation
🐍 [3] Zuko package - Website