@@ -4,10 +4,10 @@ Loopy: Transformation-Based Generation of High-Performance CPU/GPU Code
44.. image :: https://gitlab.tiker.net/inducer/loopy/badges/main/pipeline.svg
55 :alt: Gitlab Build Status
66 :target: https://gitlab.tiker.net/inducer/loopy/commits/main
7- .. image :: https://github.com/inducer/loopy/workflows/CI /badge.svg?branch=main
7+ .. image :: https://github.com/inducer/loopy/actions/ workflows/ci.yml /badge.svg
88 :alt: Github Build Status
9- :target: https://github.com/inducer/loopy/actions?query=branch%3Amain+workflow%3ACI
10- .. image :: https://badge.fury.io/py/loopy.png
9+ :target: https://github.com/inducer/loopy/actions/workflows/ci.yml
10+ .. image :: https://badge.fury.io/py/loopy.svg
1111 :alt: Python Package Index Release Page
1212 :target: https://pypi.org/project/loopy/
1313.. image :: https://zenodo.org/badge/20281732.svg
@@ -28,34 +28,34 @@ It can capture the following types of optimizations:
2828* Loop tiling with efficient handling of boundary cases
2929* Prefetching/copy optimizations
3030* Instruction level parallelism
31- * and many more
31+ * and many more!
3232
3333Loopy targets array-type computations, such as the following:
3434
3535* dense linear algebra,
3636* convolutions,
3737* n-body interactions,
3838* PDE solvers, such as finite element, finite difference, and
39- Fast-Multipole-type computations
39+ Fast-Multipole-type computations.
4040
4141It is not (and does not want to be) a general-purpose programming language.
4242
4343Loopy is licensed under the liberal `MIT license
44- <https://en.wikipedia.org/wiki/MIT_License> `_ and free for commercial, academic,
44+ <https://en.wikipedia.org/wiki/MIT_License> `__ and free for commercial, academic,
4545and private use. All of Loopy's dependencies can be automatically installed from
4646the package index after using::
4747
4848 pip install loopy
4949
5050In addition, Loopy is compatible with and enhances
51- `pyopencl <https://mathema.tician.de/software/pyopencl >`_ .
51+ `pyopencl <https://mathema.tician.de/software/pyopencl >`__ .
5252
5353---
5454
5555Places on the web related to Loopy:
5656
57- * `Python package index <https://pypi.org/project/loopy >`_ (download releases)
58- * `Documentation <https://documen.tician.de/loopy >`_ (read how things work)
59- * `Github <https://github.com/inducer/loopy >`_ (get latest source code, file bugs)
60- * `Homepage <https://mathema.tician.de/software/loopy >`_
61- * `Benchmarks <https://documen.tician.de/loopy/benchmarks >`_
57+ * `Python Package Index <https://pypi.org/project/loopy >`__ (download releases)
58+ * `Documentation <https://documen.tician.de/loopy >`__ (read how things work)
59+ * `Github <https://github.com/inducer/loopy >`__ (get latest source code, file bugs)
60+ * `Homepage <https://mathema.tician.de/software/loopy >`__
61+ * `Benchmarks <https://documen.tician.de/loopy/benchmarks >`__
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