softdisc
Differentiable Discrete Algorithms for PyTorch
🚧🚧The APIs are subject to change🚧🚧
Installation
Requirements
Python>=3.9
PyTorch>=1.8
Installation
pip install -U git+https://github.com/moskomule/softdisc
Algorithms
- Cuturi, M., Teboul, O., and Vert, J.P., "Differentiable Sorting using Optimal Transport: The Sinkhorn CDF and Quantile Operator." NeurIPS, 2019.
- Berthet, Q., Blondel, M., Teboul O., Cuturi, M., Vert, J.P., and Bach, F. "Learning with Differentiable Perturbed Optimizers." ICML, 2020.