This package provides some Julia implementations of algorithms for computational optimal transport, including the Earth-Mover's (Wasserstein) distance, Sinkhorn algorithm for entropically regularized optimal transport as well as some variants or extensions. Notably, OptimalTransport.jl provides GPU acceleration through CUDA.jl and NNlibCUDA.jl.

Features

  • OptimalTransport.jl provides GPU acceleration through CUDA.jl and NNlibCUDA.jl
  • This package is inspired by the Python Optimal Transport package
  • Examples available
  • Documentation available
  • Optimal transport algorithms for Julia
  • Provides some Julia implementations of algorithms for computational optimal transport

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Categories

Data Visualization

License

MIT License

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Additional Project Details

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-12-08
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