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| align="center" | [https://ambermd.org/AmberTools.php ambertools]
| align="center" | [https://ambermd.org/AmberTools.php ambertools]
| align="center" | chem
| align="center" | chem
| align="center" | 20, 21, 22, 23.5
| align="center" | 20, 21, 22, 23, 23.5
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: AmberTools consists of several independently developed packages that work well by themselves, and with Amber itself. The suite can also be used to carry out complete molecular dynamics simulations, with either explicit water or generalized Born solvent models. Homepage: https://ambermd.org/AmberTools.php URL: https://ambermd.org/AmberTools.php Keyword:chem<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: AmberTools consists of several independently developed packages that work well by themselves, and with Amber itself. The suite can also be used to carry out complete molecular dynamics simulations, with either explicit water or generalized Born solvent models. Homepage: https://ambermd.org/AmberTools.php URL: https://ambermd.org/AmberTools.php Keyword:chem<br /><br /><br /></div>
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| align="center" | [https://arrow.apache.org arrow]
| align="center" | [https://arrow.apache.org arrow]
| align="center" | tools
| align="center" | tools
| align="center" | 0.16.0, 0.17.1, 1.0.0, 2.0.0, 5.0.0, 7.0.0, 8.0.0, 9.0.0, 10.0.1, 11.0.0, 12.0.1, 13.0.0, 14.0.0, 14.0.1, 15.0.1, 16.1.0
| align="center" | 0.16.0, 0.17.1, 1.0.0, 2.0.0, 4.0.0, 5.0.0, 7.0.0, 8.0.0, 9.0.0, 10.0.1, 11.0.0, 12.0.1, 13.0.0, 14.0.0, 14.0.1, 15.0.1, 16.1.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Apache Arrow is a cross-language development platform for in-memory data. Homepage: https://arrow.apache.org URL: https://arrow.apache.org Compatible modules: python/3.11, python/3.10 Keyword:tools<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Apache Arrow is a cross-language development platform for in-memory data. Homepage: https://arrow.apache.org URL: https://arrow.apache.org Compatible modules: python/3.11, python/3.10 Keyword:tools<br /><br /><br /></div>
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| align="center" | [https://faculty.washington.edu/browning/beagle/beagle.html beagle]
| align="center" | [https://faculty.washington.edu/browning/beagle/beagle.html beagle]
| align="center" | -
| align="center" | -
| align="center" | 5.4, 5.4-240301
| align="center" | 5.4-240301
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Beagle is a software package for phasing genotypes and for imputing ungenotyped markers. Homepage: https://faculty.washington.edu/browning/beagle/beagle.html URL: https://faculty.washington.edu/browning/beagle/beagle.html<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Beagle is a software package for phasing genotypes and for imputing ungenotyped markers. Homepage: https://faculty.washington.edu/browning/beagle/beagle.html URL: https://faculty.washington.edu/browning/beagle/beagle.html<br /><br /><br /></div>
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| align="center" | [https://github.com/infphilo/centrifuge centrifuge]
| align="center" | [https://github.com/infphilo/centrifuge centrifuge]
| align="center" | bio
| align="center" | bio
| align="center" | 1.0.4-beta, 1.0.4
| align="center" | 1.0.4-beta
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: [Centrifuge] is a novel microbial classification engine that enables rapid, accurate and sensitive labeling of reads and quantification of species on desktop computers. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index, optimized specifically for the metagenomic classification problem. Centrifuge requires a relatively small index (4.7 GB for all complete bacterial and viral genomes plus the human genome) and classifies sequences at very high speed, allowing it to process the millions of reads from a typical high-throughput DNA sequencing run within a few minutes. Together these advances enable timely and accurate analysis of large metagenomics data sets on conventional desktop computers Homepage: https://github.com/infphilo/centrifuge URL: https://github.com/infphilo/centrifuge Keyword:bio<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: [Centrifuge] is a novel microbial classification engine that enables rapid, accurate and sensitive labeling of reads and quantification of species on desktop computers. The system uses a novel indexing scheme based on the Burrows-Wheeler transform (BWT) and the Ferragina-Manzini (FM) index, optimized specifically for the metagenomic classification problem. Centrifuge requires a relatively small index (4.7 GB for all complete bacterial and viral genomes plus the human genome) and classifies sequences at very high speed, allowing it to process the millions of reads from a typical high-throughput DNA sequencing run within a few minutes. Together these advances enable timely and accurate analysis of large metagenomics data sets on conventional desktop computers Homepage: https://github.com/infphilo/centrifuge URL: https://github.com/infphilo/centrifuge Keyword:bio<br /><br /><br /></div>
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| align="center" | [https://www.comsol.com comsol]
| align="center" | [https://www.comsol.com comsol]
| align="center" | phys
| align="center" | phys
| align="center" | 5.6, 6.0.0.405, 6.1, 6.1.0.357, 6.2.0.415
| align="center" | 5.6, 6.0.0.405, 6.1, 6.1.0.357, 6.2, 6.2.0.415
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: COMSOL Multiphysics is a general-purpose software platform, based on advanced numerical methods, for modeling and simulating physics-based problems. Homepage: https://www.comsol.com URL: https://www.comsol.com Keyword:phys<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: COMSOL Multiphysics is a general-purpose software platform, based on advanced numerical methods, for modeling and simulating physics-based problems. Homepage: https://www.comsol.com URL: https://www.comsol.com Keyword:phys<br /><br /><br /></div>
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| align="center" | [http://research-pub.gene.com/gmap/ gmap-gsnap]
| align="center" | [http://research-pub.gene.com/gmap/ gmap-gsnap]
| align="center" | bio
| align="center" | bio
| align="center" | 2019-09-12, 2020-11-14
| align="center" | 2020-11-14, 2019-09-12
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: GMAP: A Genomic Mapping and Alignment Program for mRNA and EST Sequences GSNAP: Genomic Short-read Nucleotide Alignment Program Homepage: http://research-pub.gene.com/gmap/ URL: http://research-pub.gene.com/gmap/ Keyword:bio<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: GMAP: A Genomic Mapping and Alignment Program for mRNA and EST Sequences GSNAP: Genomic Short-read Nucleotide Alignment Program Homepage: http://research-pub.gene.com/gmap/ URL: http://research-pub.gene.com/gmap/ Keyword:bio<br /><br /><br /></div>
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| align="center" | chem
| align="center" | chem
| align="center" | 2020.4, 2020.6, 2021.2, 2021.4, 2021.6, 2022.2, 2022.3, 2023.2, 2023.3, 2024.1
| align="center" | 2020.4, 2020.6, 2021.2, 2021.4, 2021.6, 2022.2, 2022.3, 2023.2, 2023.3, 2024.1
| Documentation: [[GROMACS]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: GROMACS is a versatile package to perform molecular dynamics, i.e. simulate the Newtonian equations of motion for systems with hundreds to millions of particles. This is a CPU only build, containing both MPI and threadMPI builds. Homepage: http://www.gromacs.org URL: http://www.gromacs.org Keyword:chem<br /><br /><br /></div>
| Documentation: [[GROMACS]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: GROMACS is a versatile package to perform molecular dynamics, i.e. simulate the Newtonian equations of motion for systems with hundreds to millions of particles. This is a GPU enabled build, containing both MPI and threadMPI builds. Homepage: http://www.gromacs.org URL: http://www.gromacs.org Keyword:chem<br /><br /><br /></div>
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| align="center" | [http://colvars.github.io/ gromacs-colvars]
| align="center" | [http://colvars.github.io/ gromacs-colvars]
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| align="center" | chem
| align="center" | chem
| align="center" | 2020.5-RAMD-2.0
| align="center" | 2020.5-RAMD-2.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: GROMACS is a versatile package to perform molecular dynamics. This version has been modified to support RAMD, which is used to identify ligand exit routes from the buried binding pockets of receptors and investigate the mechanism of ligand dissociation. https://kbbox.h-its.org/toolbox/methods/molecular-simulation/random-acceleration-molecular-dynamics-ramd/ This is a CPU only build, containing both MPI and threadMPI builds. Homepage: https://github.com/HITS-MCM/gromacs-ramd URL: https://github.com/HITS-MCM/gromacs-ramd Keyword:chem<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: GROMACS is a versatile package to perform molecular dynamics. This version has been modified to support RAMD, which is used to identify ligand exit routes from the buried binding pockets of receptors and investigate the mechanism of ligand dissociation. https://kbbox.h-its.org/toolbox/methods/molecular-simulation/random-acceleration-molecular-dynamics-ramd/ This is a GPU enabled build, containing both MPI and threadMPI binaries. Homepage: https://github.com/HITS-MCM/gromacs-ramd URL: https://github.com/HITS-MCM/gromacs-ramd Keyword:chem<br /><br /><br /></div>
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| align="center" | [https://cbjh.gitlab.io/gromacs-swaxs-docs/ gromacs-swaxs]
| align="center" | [https://cbjh.gitlab.io/gromacs-swaxs-docs/ gromacs-swaxs]
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| align="center" | [http://www.ebi.ac.uk/interpro/ interproscan]
| align="center" | [http://www.ebi.ac.uk/interpro/ interproscan]
| align="center" | bio
| align="center" | bio
| align="center" | 5.55-88.0, 5.56-89.0, 5.50-84.0, 5.52-86.0, 5.63-95.0, 5.64-96.0, 5.53-87.0
| align="center" | 5.50-84.0, 5.64-96.0, 5.52-86.0, 5.56-89.0, 5.63-95.0, 5.55-88.0, 5.53-87.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: InterProScan is a sequence analysis application (nucleotide and protein sequences) that combines different protein signature recognition methods into one resource. Homepage: http://www.ebi.ac.uk/interpro/ URL: http://www.ebi.ac.uk/interpro/ Keyword:bio<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: InterProScan is a sequence analysis application (nucleotide and protein sequences) that combines different protein signature recognition methods into one resource. Homepage: http://www.ebi.ac.uk/interpro/ URL: http://www.ebi.ac.uk/interpro/ Keyword:bio<br /><br /><br /></div>
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| align="center" | [http://openjdk.java.net java]
| align="center" | [http://openjdk.java.net java]
| align="center" | tools
| align="center" | tools
| align="center" | 1.8.0_192, 1.8.0_292, 11.0.16_8, 11.0.22, 13.0.2, 14.0.2, 17.0.2, 17.0.6, 21.0.1
| align="center" | 1.8.0_192, 11.0.16_8, 1.8.0_292, 11.0.22, 13.0.2, 14.0.2, 17.0.2, 17.0.6, 21.0.1
| Documentation: [[Java]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Java Platform, Standard Edition (Java SE) lets you develop and deploy Java applications on desktops and servers. Homepage: http://openjdk.java.net URL: http://openjdk.java.net Keyword:tools<br /><br /><br /></div>
| Documentation: [[Java]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Java Platform, Standard Edition (Java SE) lets you develop and deploy Java applications on desktops and servers. Homepage: http://openjdk.java.net URL: http://openjdk.java.net Keyword:tools<br /><br /><br /></div>
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| align="center" | -
| align="center" | -
| align="center" | 1.1.0
| align="center" | 1.1.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: The RT Topology Library exposes an API to create and manage standard (ISO 13249 aka SQL/MM) topologies using user-provided data stores. Homepage: https://git.osgeo.org/gitea/rttopo/librttopo URL: https://git.osgeo.org/gitea/rttopo/librttopo<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: The RT Topology Library exposes an API to create and manage standard (ISO 13249 aka SQL/MM) topologies Homepage: https://git.osgeo.org/gitea/rttopo/librttopo URL: https://git.osgeo.org/gitea/rttopo/librttopo<br /><br /><br /></div>
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| align="center" | [https://git.osgeo.org/gitea/rttopo/librttopo librttopo-proj9]
| align="center" | [https://git.osgeo.org/gitea/rttopo/librttopo librttopo-proj9]
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| align="center" | [https://www.mathworks.com/products/compiler/mcr/ mcr]
| align="center" | [https://www.mathworks.com/products/compiler/mcr/ mcr]
| align="center" | tools
| align="center" | tools
| align="center" | R2022b, R2020b, R2021b
| align="center" | R2020b, R2022b, R2021b
| Documentation: [[MATLAB]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: The MATLAB Runtime is a standalone set of shared libraries that enables the execution of compiled MATLAB applications or components on computers that do not have MATLAB installed. Homepage: https://www.mathworks.com/products/compiler/mcr/ URL: https://www.mathworks.com/products/compiler/mcr/ Keyword:tools<br /><br /><br /></div>
| Documentation: [[MATLAB]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: The MATLAB Runtime is a standalone set of shared libraries that enables the execution of compiled MATLAB applications or components on computers that do not have MATLAB installed. Homepage: https://www.mathworks.com/products/compiler/mcr/ URL: https://www.mathworks.com/products/compiler/mcr/ Keyword:tools<br /><br /><br /></div>
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| align="center" | chem
| align="center" | chem
| align="center" | 3.1.1
| align="center" | 3.1.1
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Open Babel is a chemical toolbox designed to speak the many languages of chemical data. It's an open, collaborative project allowing anyone to search, convert, analyze, or store data from molecular modeling, chemistry, solid-state materials, biochemistry, or related areas. Homepage: https://openbabel.org URL: https://openbabel.org Compatible modules: python/3.10, python/3.11 Extensions: openbabel-3.1.1.1 Keyword:chem<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Open Babel is a chemical toolbox designed to speak the many languages of chemical data. It's an open, collaborative project allowing anyone to search, convert, analyze, or store data from molecular modeling, chemistry, solid-state materials, biochemistry, or related areas. Homepage: https://openbabel.org URL: https://openbabel.org Compatible modules: python/3.6, python/3.7, python/3.8, python/3.9, python/3.10, python/3.11 Extensions: openbabel-3.1.1.1 Keyword:chem<br /><br /><br /></div>
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| align="center" | [https://openbabel.org openbabel-omp]
| align="center" | [https://openbabel.org openbabel-omp]
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| align="center" | [https://www.openfoam.com/ openfoam]
| align="center" | [https://www.openfoam.com/ openfoam]
| align="center" | phys
| align="center" | phys
| align="center" | 8, 9, 10, 11, v2006, v2012, v2112, v2206, v2212, v2306, v2312
| align="center" | 6, 8, 9, 10, v2006, v2012, v2112, v2206, v2212, v2306, v2312
| Documentation: [[OpenFOAM]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: OpenFOAM is a free, open source CFD software package. OpenFOAM has an extensive range of features to solve anything from complex fluid flows involving chemical reactions, turbulence and heat transfer, to solid dynamics and electromagnetics. Homepage: https://www.openfoam.com/ URL: https://www.openfoam.com/ Keyword:phys<br /><br /><br /></div>
| Documentation: [[OpenFOAM]]<div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: OpenFOAM is a free, open source CFD software package. OpenFOAM has an extensive range of features to solve anything from complex fluid flows involving chemical reactions, turbulence and heat transfer, to solid dynamics and electromagnetics. Homepage: https://www.openfoam.com/ URL: https://www.openfoam.com/ Keyword:phys<br /><br /><br /></div>
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| align="center" | chem
| align="center" | chem
| align="center" | 7.5.0, 7.6.0, 7.7.0, 8.0.0
| align="center" | 7.5.0, 7.6.0, 7.7.0, 8.0.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: OpenMM is a toolkit for molecular simulation. Homepage: http://openmm.org URL: http://openmm.org Compatible modules: python/3.8, python/3.9, python/3.10 Extensions: pdbfixer-1.8.1 Keyword:chem<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: OpenMM is a toolkit for molecular simulation. Homepage: http://openmm.org URL: http://openmm.org Compatible modules: python/3.10, python/3.11 Extensions: pdbfixer-1.8.1 Keyword:chem<br /><br /><br /></div>
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| align="center" | [http://openmm.org openmm-alphafold]
| align="center" | [http://openmm.org openmm-alphafold]
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| align="center" | [https://www.cog-genomics.org/plink/2.0/ plink]
| align="center" | [https://www.cog-genomics.org/plink/2.0/ plink]
| align="center" | bio
| align="center" | bio
| align="center" | 1.9b_6.21-x86_64, 2.00-20231024-avx2, 2.00a3.6, 2.00-10252019-avx2, 2.00a5.8
| align="center" | 2.00a3.6, 2.00a5.8, 2.00-10252019-avx2, 1.9b_6.21-x86_64, 2.00-20231024-avx2
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Whole-genome association analysis toolset Homepage: https://www.cog-genomics.org/plink/2.0/ URL: https://www.cog-genomics.org/plink/2.0/ Keyword:bio<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: Whole-genome association analysis toolset Homepage: https://www.cog-genomics.org/plink/2.0/ URL: https://www.cog-genomics.org/plink/2.0/ Keyword:bio<br /><br /><br /></div>
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| align="center" | [http://www.portaudio.com/ portaudio]
| align="center" | [http://www.portaudio.com/ portaudio]
| align="center" | -
| align="center" | -
| align="center" | 190600_20161030, 190700_20210406
| align="center" | 190700_20210406, 190600_20161030
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: PortAudio is a free, cross-platform, open-source, audio I/O library. It lets you write simple audio programs in 'C' or C++ that will compile and run on many platforms including Windows, Macintosh OS X, and Unix (OSS/ALSA). It is intended to promote the exchange of audio software between developers on different platforms. Many applications use PortAudio for Audio I/O. Homepage: http://www.portaudio.com/ URL: http://www.portaudio.com/ Compatible modules: python/3.8, python/3.9, python/3.10 Extensions: PyAudio-0.2.13<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: PortAudio is a free, cross-platform, open-source, audio I/O library. It lets you write simple audio programs in 'C' or C++ that will compile and run on many platforms including Windows, Macintosh OS X, and Unix (OSS/ALSA). It is intended to promote the exchange of audio software between developers on different platforms. Many applications use PortAudio for Audio I/O. Homepage: http://www.portaudio.com/ URL: http://www.portaudio.com/ Compatible modules: python/3.6, python/3.7, python/3.8 Extensions: PyAudio-0.2.11<br /><br /><br /></div>
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| align="center" | [https://www.postgresql.org/ postgresql]
| align="center" | [https://www.postgresql.org/ postgresql]
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| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: QUAST evaluates genome assemblies by computing various metrics. It works both with and without reference genomes. The tool accepts multiple assemblies, thus is suitable for comparison. Homepage: https://github.com/ablab/quast URL: https://github.com/ablab/quast Compatible modules: python/3.8, python/3.9, python/3.10 Extensions: joblib-0.17.0, QUAST-5.2.0, semantic-version-2.8.5, simplejson-3.17.0, toml-0.10.2<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: QUAST evaluates genome assemblies by computing various metrics. It works both with and without reference genomes. The tool accepts multiple assemblies, thus is suitable for comparison. Homepage: https://github.com/ablab/quast URL: https://github.com/ablab/quast Compatible modules: python/3.8, python/3.9, python/3.10 Extensions: joblib-0.17.0, QUAST-5.2.0, semantic-version-2.8.5, simplejson-3.17.0, toml-0.10.2<br /><br /><br /></div>
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| align="center" | [https://qwt.sourceforge.io/ qwt]
| align="center" | [http://qwt.sourceforge.net/ qwt]
| align="center" | tools
| align="center" | tools
| align="center" | 6.1.4, 6.2.0
| align="center" | 6.1.4, 6.2.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: The Qwt library contains GUI Components and utility classes which are primarily useful for programs with a technical background. Homepage: https://qwt.sourceforge.io/ URL: https://qwt.sourceforge.io/ Keyword:tools<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: The Qwt library contains GUI Components and utility classes which are primarily useful for programs with a technical background. Homepage: http://qwt.sourceforge.net/ URL: http://qwt.sourceforge.net/ Keyword:tools<br /><br /><br /></div>
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| align="center" | [http://qwtpolar.sourceforge.net/ qwtpolar]
| align="center" | [http://qwtpolar.sourceforge.net/ qwtpolar]
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| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: regenie is a C++ program for whole genome regression modelling of large genome-wide association studies. It is developed and supported by a team of scientists at the Regeneron Genetics Center. The method has the following properties It works on quantitative and binary traits, including binary traits with unbalanced case-control ratios It can process multiple phenotypes at once For binary traits it supports Firth logistic regression and an SPA test It can perform gene/region-based burden tests It is fast and memory efficient It supports the BGEN, PLINK bed/bim/fam and PLINK2 pgen/pvar/psam genetic data formats It is ideally suited for implementation in Apache Spark (see GLOW) Citation Mbatchou, J., Barnard, L., Backman, J. et al. Computationally efficient whole-genome regression for quantitative and binary traits. Nat Genet 53, 10971103 (2021). https://doi.org/10.1038/s41588-021-00870-7 Homepage: https://rgcgithub.github.io/regenie/ URL: https://rgcgithub.github.io/regenie/<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: regenie is a C++ program for whole genome regression modelling of large genome-wide association studies. It is developed and supported by a team of scientists at the Regeneron Genetics Center. The method has the following properties It works on quantitative and binary traits, including binary traits with unbalanced case-control ratios It can process multiple phenotypes at once For binary traits it supports Firth logistic regression and an SPA test It can perform gene/region-based burden tests It is fast and memory efficient It supports the BGEN, PLINK bed/bim/fam and PLINK2 pgen/pvar/psam genetic data formats It is ideally suited for implementation in Apache Spark (see GLOW) Citation Mbatchou, J., Barnard, L., Backman, J. et al. Computationally efficient whole-genome regression for quantitative and binary traits. Nat Genet 53, 10971103 (2021). https://doi.org/10.1038/s41588-021-00870-7 Homepage: https://rgcgithub.github.io/regenie/ URL: https://rgcgithub.github.io/regenie/<br /><br /><br /></div>
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| align="center" | [https://www3.mrc-lmb.cam.ac.uk/relion/ relion]
| align="center" | [https://bitbucket.org/scheres/relion-3.0_beta.git relion]
| align="center" | chem
| align="center" | chem
| align="center" | 3.1.1, 4.0.0
| align="center" | 3.1.1, 4.0.0
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: RELION (for REgularised LIkelihood OptimisatioN) is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy. It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Homepage: https://www3.mrc-lmb.cam.ac.uk/relion/ URL: https://www3.mrc-lmb.cam.ac.uk/relion/ Keyword:chem<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: RELION (for REgularised LIkelihood OptimisatioN) is a stand-alone computer program for Maximum A Posteriori refinement of (multiple) 3D reconstructions or 2D class averages in cryo-electron microscopy. It is developed in the research group of Sjors Scheres at the MRC Laboratory of Molecular Biology. Homepage: https://bitbucket.org/scheres/relion-3.0_beta.git URL: https://bitbucket.org/scheres/relion-3.0_beta.git Keyword:chem<br /><br /><br /></div>
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| align="center" | [https://repast.github.io/ repasthpc]
| align="center" | [https://repast.github.io/ repasthpc]
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| align="center" | -
| align="center" | -
| align="center" | 8.6.1.6
| align="center" | 8.6.1.6
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: NVIDIA TensorRT is a platform for high-performance deep learning inference Homepage: https://developer.nvidia.com/tensorrt URL: https://developer.nvidia.com/tensorrt Compatible modules: python/3.8, python/3.9, python/3.10, python/3.11<br /><br /><br /></div>
| <div class="mw-collapsible mw-collapsed" style="white-space: pre-line;"><br />Description: NVIDIA TensorRT is a platform for high-performance deep learning inference Homepage: https://developer.nvidia.com/tensorrt URL: https://developer.nvidia.com/tensorrt Compatible modules: python/3.10, python/3.11<br /><br /><br /></div>
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| align="center" | [https://github.com/tesseract-ocr/tesseract tesseract]
| align="center" | [https://github.com/tesseract-ocr/tesseract tesseract]

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