JOT: Optimal Transport Library in Julia

This open source library in Julia is motivated by the following:

1. Optimal Transport in Python.
2. MATLAB codes of Marco Cuturi.

This library provides optimization problem solvers related to Optimal Transport problems. The following solvers are provided:

1. Sinkhorn Distance solver [1]
2. Earth Movers Distance
3. Linear OT

---

Installation

Examples

Short Example

Acknowledgements

The contributors to this open-source project are:

• Niladri Das

Contributions and code of conduct

Support

References:

[1] Cuturi, M. (2013), Sinkhorn Distances: Lightspeed Computation of Optimal Transport. In Advances in Neural Information Processing Systems