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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -2,7 +2,7 @@

# smopt

**Stiefel manifold optimization, with all numerics in Fortran 77**
**Stiefel Manifold Optimization: Penalty-Free First-Order Solvers**

[![Tests](https://github.com/eggzec/smopt/actions/workflows/test.yml/badge.svg)](https://github.com/eggzec/smopt/actions/workflows/test.yml)
[![Documentation](https://github.com/eggzec/smopt/actions/workflows/docs.yml/badge.svg)](https://github.com/eggzec/smopt/actions/workflows/docs.yml)
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2 changes: 1 addition & 1 deletion docs/index.md
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![smopt](https://raw.githubusercontent.com/eggzec/smopt/master/docs/assets/images/smopt-banner.png)

**Stiefel manifold optimization, with all numerics in Fortran 77**
**Stiefel Manifold Optimization: Penalty-Free First-Order Solvers**

`smopt` minimizes a smooth function, optionally plus a nonsmooth
regularizer, over the set of matrices with orthonormal columns:
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5 changes: 1 addition & 4 deletions pyproject.toml
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Expand Up @@ -10,7 +10,7 @@ build-backend = "mesonpy"
[project]
name = "smopt"
dynamic = ["version"]
description = "Stiefel manifold optimization with all numerics in Fortran 77"
description = "Stiefel Manifold Optimization: Penalty-Free First-Order Solvers"
authors = [
{ name = "Saud Zahir", email = "m.saud.zahir@gmail.com" },
]
Expand All @@ -24,8 +24,6 @@ keywords = [
"optimization",
"manifold optimization",
"Stiefel manifold",
"fortran",
"f2py"
]
classifiers = [
"Development Status :: 5 - Production/Stable",
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homepage = "https://eggzec.github.io/smopt/"
documentation = "https://eggzec.github.io/smopt/"
source = "https://github.com/eggzec/smopt"
changelog = "https://eggzec.github.io/smopt/changelog/"
releasenotes = "https://github.com/eggzec/smopt/releases/latest"
issues = "https://github.com/eggzec/smopt/issues"

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