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https://github.com/moskomule/softdisc
Differentiable Discrete Algorithms for PyTorch
https://github.com/moskomule/softdisc
Last synced: about 2 months ago
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Differentiable Discrete Algorithms for PyTorch
- Host: GitHub
- URL: https://github.com/moskomule/softdisc
- Owner: moskomule
- License: mit
- Created: 2021-04-23T11:37:33.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2021-04-24T05:02:24.000Z (over 3 years ago)
- Last Synced: 2023-10-20T21:53:52.824Z (about 1 year ago)
- Language: Python
- Size: 3.91 KB
- Stars: 9
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 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.