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NVIDIA Optimized Deep Learning Framework, powered by Apache MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix the flavors of symbolic programming and imperative programming to maximize efficiency and productivity.

Available Versions
Available Versions
Gilbreth: 1.7.0

High-performance computational chemistry software.

Available Versions
Available Versions
Anvil: 7.0.2
Negishi: 7.0.2

GNU Octave is a high-level language, primarily intended for numerical computations. It provides a convenient command line interface for solving linear and nonlinear problems numerically, and for performing other numerical experiments using a language that is mostly compatible with Matlab. It may also be used as a batch-oriented language.

Available Versions
Available Versions
Anvil: 6.3.0
Bell: 4.4.1
Negishi: 7.3.0
Scholar: 4.4.0

odgi provides an efficient and succinct dynamic DNA sequence graph model, as well as a host of algorithms that allow the use of such graphs in bioinformatic analyses.

Available Versions
Available Versions
Unspecified: 0.8.3

The Open Fabrics Interfaces OFI is a framework focused on exporting fabric communication services to applications.

Available Versions
Available Versions
Anvil: 1.12.0
Negishi: 1.12.0

The OpenAI Gym: A toolkit for developing and comparing your reinforcement learning agents.

Available Versions
Available Versions
Bell: 0.17.3
Gilbreth: 0.18.0

OpenBLAS is an open source implementation of the BLAS API with many hand-crafted optimizations for specific processor types.

Available Versions
Available Versions
Anvil: 0.3.17
Bell: 0.3.21 0.3.8
Gilbreth: 0.2.20 0.3.21 0.3.7
Negishi: 0.3.17 0.3.21
Scholar: 0.2.20 0.3.21 0.3.7

OpenCV, Open source Computer Vision, is an open-source BSD-licensed library that includes several hundreds of computer vision algorithms. Written in optimized C/C++, the library can take advantage of multi-core processing.

Available Versions
Available Versions
Bell: 4.4.0
Gilbreth: 4.5.1

OpenFOAM is leading software for computational fluid dynamics (CFD).

Available Versions
Available Versions
Anvil: 8-20210316
Bell: 5.x
Negishi: 9-20211122

The free and open-source java implementation.

Available Versions
Available Versions
Anvil: 11.0.8_10
Negishi: 1.8.0_265-b01 11.0.17_8

OpenMM is a high-performance toolkit for molecular simulation. It can be used as an application, a library, or a flexible programming environment. OpenMM includes extensive language bindings for Python, C, C++, and even Fortran. The code is open source and developed on GitHub, licensed under MIT and LGPL.

Available Versions
Available Versions
Bell: 7.4.2 7.7.0
Negishi: 7.4.2 7.7.0

An open source Message Passing Interface implementation.

Available Versions
Available Versions
Anvil: 3.1.6 4.0.6
Bell: 2.1.6 3.1.6 4.0.5 4.1.3
Gilbreth: 3.1.6-gpu-cuda11
Negishi: 4.1.4
Scholar: 2.1.6 3.1.6
Unspecified: 3.1.4

OrthoFinder: phylogenetic orthology inference for comparative genomics

Available Versions
Available Versions
Unspecified: 2.5.2 2.5.4 2.5.5

Paml is a package of programs for phylogenetic analyses of DNA or protein sequences using maximum likelihood.

Available Versions
Available Versions
Unspecified: 4.9

Panacota is a software providing tools for large scale bacterial comparative genomics.

Available Versions
Available Versions
Unspecified: 1.3.1

Panaroo is an updated pipeline for pangenome investigation.

Available Versions
Available Versions
Unspecified: 1.2.10

Pandaseq is a program to align Illumina reads, optionally with PCR primers embedded in the sequence, and reconstruct an overlapping sequence.

Available Versions
Available Versions
Unspecified: 2.11

Pandora is a tool for bacterial genome analysis using a pangenome reference graph (PanRG). It allows gene presence/absence detection and genotyping of SNPs, indels and longer variants in one or a number of samples.

Available Versions
Available Versions
Unspecified: 0.9.1

Pangolin is a software package for assigning SARS-CoV-2 genome sequences to global lineages.

Available Versions
Available Versions
Unspecified: 3.1.20 4.0.6 4.1.2 4.1.3 4.2.0

Pangraph is a bioinformatic toolkit to align genome assemblies into pangenome graphs.

Available Versions
Available Versions
Unspecified: 0.7.1