Summary
55N31 Persistent homology and applications, topological data analysis
Debian Math packages for TDA (persistent homology ++)
This metapackage contains dependencies for a collection of software
useful within topological data analysis in general and persistent
homology in particular.
Description
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Debian Math 55N31 Persistent homology and applications, topological data analysis packages
Official Debian packages with high relevance
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gudhi-utils
Redskaber fra GUDHI-biblioteket
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| Versions of package gudhi-utils |
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| Release | Version | Architectures |
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| bullseye | 3.4.1+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| buster | 2.3.0+dfsg-2 | amd64,arm64,i386 |
| sid | 3.9.0+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,riscv64,s390x |
| trixie | 3.9.0+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| bookworm | 3.7.1+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
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License: DFSG free
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GUDHI-biblioteket er et generisk C++-bibliotek til Topological Data
Analysis (TDA) og Higher Dimensional Geometry Understanding. Biblioteket
tilbyder moderne datastrukturer og algoritmer til at konstruere simple
komplekser og beregne vedvarende homologi.
Denne pakke indeholder nogle redskaber bygget med GUDHI-biblioteket.
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hera-utils
Redskaber bygget fra biblioteket Hera
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| Versions of package hera-utils |
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| Release | Version | Architectures |
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| bullseye | 0~git20200602+dfsg-3 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| bookworm | 1.0.0+dfsg-1 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| trixie | 2.0.0+git20221115.8bfdd4b+dfsg-1 | amd64,arm64,armel,armhf,i386,mips64el,ppc64el,s390x |
| sid | 2.0.0+git20221115.8bfdd4b+dfsg-1 | amd64,arm64,armel,armhf,i386,mips64el,ppc64el,riscv64,s390x |
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License: DFSG free
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Nogle simple redskaber for effektive Bottleneck- og Wasserstein-afstande mellem persistensdiagrammer bygget fra biblioteket Hera (se libhera-dev).
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phat-utils
Utilities from the PHAT library
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| Versions of package phat-utils |
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| Release | Version | Architectures |
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| bookworm | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| 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 |
| 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 some standalone utilities built using the PHAT
library, such as persistent homology of a given filtered boundary
matrix.
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python3-gudhi
Python 3-grænseflade til GUDHI-biblioteket
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| Versions of package python3-gudhi |
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| Release | Version | Architectures |
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| bookworm | 3.7.1+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| bullseye | 3.4.1+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| trixie | 3.9.0+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,s390x |
| buster | 2.3.0+dfsg-2 | amd64,arm64,i386 |
| sid | 3.9.0+dfsg-1 | amd64,arm64,i386,mips64el,ppc64el,riscv64,s390x |
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License: DFSG free
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GUDHI-biblioteket er et generisk C++-bibliotek til Topological Data
Analysis (TDA) og Higher Dimensional Geometry Understanding. Biblioteket
tilbyder moderne datastrukturer og algoritmer til at konstruere simple
komplekser og beregne vedvarende homologi.
Denne pakke indeholder GUDHI's Python 3-grænseflade.
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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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| bullseye | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| bookworm | 1.6-2 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| 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 |
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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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ripser
Hurtig beregning af vedvarende homologi for flag-komplekser
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| Versions of package ripser |
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| Release | Version | Architectures |
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| bullseye | 1.1.20200206.286d36-3 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| bookworm | 1.2.1-3 | amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x |
| sid | 1.2.1-3 | amd64,arm64,armel,armhf,i386,mips64el,ppc64el,riscv64,s390x |
| trixie | 1.2.1-3 | amd64,arm64,armel,armhf,i386,mips64el,ppc64el,s390x |
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License: DFSG free
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Ripser beregner kun vedvarende homologi for flag-komplekser (såsom Vietoris-Rips-komplekser), hvilket giver stor forøgelse af beregningsforbruget og brugen af hukommelse i forhold til den generelle situation.
Se https://arxiv.org/abs/1908.02518.
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