Summary
55N31 Persistent homology and applications, topological data analysis development
Debian Math development packages for TDA (persistent homology ++)
This metapackage contains development dependencies for a collection
of software useful within topological data analysis in general and
persistent homology in particular.
Description
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Links to other tasks
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Debian Math 55N31 Persistent homology and applications, topological data analysis development packages
Official Debian packages with high relevance
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libgudhi-dev
Generic open source C++ library for topological data analysis
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| Versions of package libgudhi-dev |
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| Release | Version | Architectures |
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| bullseye | 3.4.1+dfsg-1 | all |
| buster | 2.3.0+dfsg-2 | all |
| sid | 3.9.0+dfsg-1 | all |
| trixie | 3.9.0+dfsg-1 | all |
| bookworm | 3.7.1+dfsg-1 | all |
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License: DFSG free
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The GUDHI library is a generic open source C++ library for
Topological Data Analysis (TDA) and Higher Dimensional Geometry
Understanding. The library offers state-of-the-art data structures
and algorithms to construct simplicial complexes and compute
persistent homology.
This package contains the header files. See the libgudhi-examples
package for example programs using the library.
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libhera-dev
Library for efficient bottleneck and Wasserstein distances
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| Versions of package libhera-dev |
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| Release | Version | Architectures |
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| bullseye | 0~git20200602+dfsg-3 | all |
| bookworm | 1.0.0+dfsg-1 | all |
| trixie | 2.0.0+git20221115.8bfdd4b+dfsg-1 | all |
| sid | 2.0.0+git20221115.8bfdd4b+dfsg-1 | all |
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License: DFSG free
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A header-only C++ library for efficient computation of bottleneck and
Wasserstein distances between persistence diagrams.
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libphat-dev
C++ library for boundary matrix reductions over Z/2Z
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| Versions of package libphat-dev |
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| Release | Version | Architectures |
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| sid | 1.6-2 | all |
| bookworm | 1.6-2 | all |
| bullseye | 1.6-2 | all |
| trixie | 1.6-2 | all |
| Debtags of package libphat-dev: |
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| devel | library |
| role | devel-lib |
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License: DFSG free
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The Persistent Homology Algorithm Toolox is a header-only C++ library
for performing the filtered Z/2Z (co)boundary matrix operations
commonly needed when computing (persistent) (co)homology in
topological data analysis.
This package contains the header files. A standalone program exposing
some of the features is available in phat-utils.
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python3-gudhi
Python 3 interface to the GUDHI library
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| Versions of package python3-gudhi |
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| Release | Version | Architectures |
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| buster | 2.3.0+dfsg-2 | amd64,arm64,i386 |
| bullseye | 3.4.1+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| bookworm | 3.7.1+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| trixie | 3.9.0+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| sid | 3.9.0+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,riscv64,s390x |
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License: DFSG free
|
|
The GUDHI library is a generic open source C++ library for
Topological Data Analysis (TDA) and Higher Dimensional Geometry
Understanding. The library offers state-of-the-art data structures
and algorithms to construct simplicial complexes and compute
persistent homology.
This package contains GUDHI's Python (3) interface.
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python3-phat
Python 3 interface for the PHAT library
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| Versions of package python3-phat |
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| Release | Version | Architectures |
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| trixie | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,ppc64el,s390x |
| sid | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,ppc64el,riscv64,s390x |
| bookworm | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| bullseye | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
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License: DFSG free
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The Persistent Homology Algorithm Toolox is a header-only C++ library
for performing the filtered Z/2Z (co)boundary matrix operations
commonly needed when computing (persistent) (co)homology in
topological data analysis.
This package contains the library's Python 3 interface.
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