Table of Software on ARC Systems

SOFTWARE

DESCRIPTION

CLUSTER

guppyGPU

SOFTWAREDESCRIPTION

INFER
4.5.2

julia

Julia for numerical computing

INFER
1.6.1-fosscuda-2020b
1.6.1-foss-2020b
TINKERCLIFFS
1.6.2-foss-2020b
1.6.1-gomkl-2020b
1.6.1-foss-2020b

matlab

MATLAB is a programming and numeric computing platform

INFER
R2021a
R2022b
TINKERCLIFFS
R2022b
R2021a

AlphaFoldData

ALPHAFOLDDATADESCRIPTION

INFER
2022.02

guppy

GUPPYDESCRIPTION

INFER
6.0.1

StarCCM+

STARCCM+DESCRIPTION

INFER
15.04.010
TINKERCLIFFS
17.02.008

tinker9

Molecular Design Software

INFER
1.4.0-nvhpc-21.11

HDF5

HDF5 is a data model, library, and file format for storing and managing data.
It supports an unlimited variety of datatypes, and is designed for flexible
and efficient I/O and for high volume and complex data.

TINKERCLIFFS
1.10.6-gompi-2020a
1.10.7-iimpi-2021a
1.10.2-intel-2019b
1.10.5-gompi-2019b
1.10.6-intel-2019b
1.12.0-gompi-2020a
1.10.7-gompi-2021a
1.12.1-gompi-2021b
1.10.7-gompi-2020b
1.10.8-iimpi-2021a
1.12.2-gompi-2022a
1.10.7-iompi-2021a
1.10.2-iomkl-2019b
1.10.5-iimpi-2019b

Automake

Automake: GNU Standards-compliant Makefile generator

TINKERCLIFFS
1.16.4-GCCcore-11.2.0
1.16.2-GCCcore-10.2.0
1.16.5-GCCcore-11.3.0
1.16.1-GCCcore-8.2.0
1.16.1-GCCcore-9.3.0
1.15.1-GCCcore-8.3.0
1.16.1-GCCcore-8.3.0
1.16.3-GCCcore-10.3.0
1.16.5-GCCcore-12.2.0

gc


The Boehm-Demers-Weiser conservative garbage collector can be used as a
garbage collecting replacement for C malloc or C++ new.

TINKERCLIFFS
7.6.12-GCCcore-9.3.0

libsndfile

Libsndfile is a C library for reading and writing files containing sampled sound
(such as MS Windows WAV and the Apple/SGI AIFF format) through one standard library interface.

TINKERCLIFFS
1.0.31-GCCcore-10.3.0
1.0.28-GCCcore-8.3.0
1.0.28-GCCcore-9.3.0
1.0.28-GCCcore-10.2.0

giflib

giflib is a library for reading and writing gif images.
It is API and ABI compatible with libungif which was in wide use while
the LZW compression algorithm was patented.

TINKERCLIFFS
5.2.1-GCCcore-10.2.0

PyCharm

PyCharm Community Edition: Python IDE for Professional Developers

TINKERCLIFFS
2021.1.1
2019.3.1

WRF

The Weather Research and Forecasting (WRF) Model is a next-generation mesoscale
numerical weather prediction system designed to serve both operational forecasting and atmospheric
research needs.

TINKERCLIFFS
4.2.2-foss-2020b-dmpar
4.2.2-foss-2020b-dm+sm
4.1.3-intel-2019b-dmpar

lftp

LFTP is a sophisticated ftp/http client, and a file transfer program supporting
a number of network protocols. Like BASH, it has job control and uses the readline library for
input. It has bookmarks, a built-in mirror command, and can transfer several files in parallel.
It was designed with reliability in mind.

TINKERCLIFFS
4.9.2-GCCcore-11.2.0

Bison

Bison is a general-purpose parser generator that converts an annotated context-free grammar
into a deterministic LR or generalized LR (GLR) parser employing LALR(1) parser tables.

TINKERCLIFFS
3.8.2
3.0.4
3.0.5
3.7.91
3.7.6-GCCcore-11.2.0
3.3.2-GCCcore-8.3.0
3.7.1
3.5.3
3.7.6-GCCcore-10.3.0
3.5.3-intel-2019b
3.3.2
3.8.2-GCCcore-12.2.0
3.7.6
3.0.5-GCCcore-8.2.0
3.5.3-GCCcore-9.3.0
3.8.2-GCCcore-11.3.0
3.7.1-GCCcore-10.2.0

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of
large biomolecular systems.

TINKERCLIFFS
2.13-foss-2020a-mpi

IJulia

Julia kernel for Jupyter

TINKERCLIFFS
1.24.0-Julia-1.8.5

libyaml

LibYAML is a YAML parser and emitter written in C.

TINKERCLIFFS
0.2.2-GCCcore-8.3.0
0.2.2-GCCcore-9.3.0
0.2.5-GCCcore-10.2.0

Go

Go is an open source programming language that makes it easy to build
simple, reliable, and efficient software.

TINKERCLIFFS
1.14
1.18.3

FFC

The FEniCS Form Compiler (FFC) is a compiler for finite element variational forms.

TINKERCLIFFS
2019.1.0.post0-foss-2019b-Python-3.7.4

ls-dyna

LS-Dyna software

TINKERCLIFFS
R12.0.0
10.2.0-intel-2019b
13.0.0-intel-2019b
12.0.0-intel-2019b

zlib


zlib is designed to be a free, general-purpose, legally unencumbered – that
is, not covered by any patents – lossless data-compression library for use
on virtually any computer hardware and operating system.

TINKERCLIFFS
1.2.11
1.2.12
1.2.11-GCCcore-8.3.0
1.2.11-GCCcore-10.3.0
1.2.12-GCCcore-11.3.0
1.2.11-GCCcore-11.2.0
1.2.11-GCCcore-10.2.0
1.2.12-GCCcore-12.2.0
1.2.11-GCCcore-8.2.0
1.2.11-GCCcore-9.3.0

gmpy2

GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x

TINKERCLIFFS
2.1.0b4-GCC-8.3.0

zstd

Zstandard is a real-time compression algorithm, providing high compression ratios.
It offers a very wide range of compression/speed trade-off, while being backed by a very fast decoder.
It also offers a special mode for small data, called dictionary compression, and can create dictionaries
from any sample set.

TINKERCLIFFS
1.4.9-GCCcore-10.3.0
1.4.5-GCCcore-10.2.0
1.5.0-GCCcore-11.2.0
1.4.4-GCCcore-9.3.0
1.5.2-GCCcore-11.3.0

R-bundle-Bioconductor

Bioconductor provides tools for the analysis and coprehension
of high-throughput genomic data.

TINKERCLIFFS
3.12-foss-2020b-R-4.0.3

VirtualGL

VirtualGL is an open source toolkit that gives any Linux or
Unix remote display software the ability to run OpenGL applications with full
hardware acceleration.

TINKERCLIFFS
2.6.2-GCCcore-9.3.0

HMMER

HMMER is used for searching sequence databases for homologs
of protein sequences, and for making protein sequence alignments. It
implements methods using probabilistic models called profile hidden Markov
models (profile HMMs). Compared to BLAST, FASTA, and other sequence
alignment and database search tools based on older scoring methodology,
HMMER aims to be significantly more accurate and more able to detect remote
homologs because of the strength of its underlying mathematical models. In the
past, this strength came at significant computational expense, but in the new
HMMER3 project, HMMER is now essentially as fast as BLAST.

TINKERCLIFFS
3.3.2-gompi-2020b
3.3.2-gompi-2022a

libxslt

Libxslt is the XSLT C library developed for the GNOME project
(but usable outside of the Gnome platform).

TINKERCLIFFS
1.1.34-GCCcore-11.3.0

ncview

Ncview is a visual browser for netCDF format files.
Typically you would use ncview to get a quick and easy, push-button
look at your netCDF files. You can view simple movies of the data,
view along various dimensions, take a look at the actual data values,
change color maps, invert the data, etc.

TINKERCLIFFS
2.1.8-iimpi-2021a

hwloc


The Portable Hardware Locality (hwloc) software package provides a portable
abstraction (across OS, versions, architectures, …) of the hierarchical
topology of modern architectures, including NUMA memory nodes, sockets, shared
caches, cores and simultaneous multithreading. It also gathers various system
attributes such as cache and memory information as well as the locality of I/O
devices such as network interfaces, InfiniBand HCAs or GPUs. It primarily
aims at helping applications with gathering information about modern computing
hardware so as to exploit it accordingly and efficiently.

TINKERCLIFFS
2.2.0-GCCcore-9.3.0
2.7.1-GCCcore-11.3.0
2.4.1-GCCcore-10.3.0
1.11.12-GCCcore-8.3.0
2.2.0-GCCcore-10.2.0
1.11.11-GCCcore-8.2.0
2.5.0-GCCcore-11.2.0
2.2.0-GCCcore-8.3.0
2.8.0-GCCcore-12.2.0

libunistring


This library provides functions for manipulating Unicode strings and for
manipulating C strings according to the Unicode standard.

TINKERCLIFFS
0.9.10-GCCcore-9.3.0

Subread

High performance read alignment, quantification and mutation discovery

TINKERCLIFFS
2.0.3-GCC-11.2.0
2.0.3-GCC-10.3.0

gomkl

GNU Compiler Collection (GCC) based compiler toolchain with OpenMPI and MKL

TINKERCLIFFS
2020a
2021a
2019a
2020b

Z3


Z3 is a theorem prover from Microsoft Research.

TINKERCLIFFS
4.8.10-GCCcore-10.2.0

libsodium


Sodium is a modern, easy-to-use software library for encryption, decryption,
signatures, password hashing and more.

TINKERCLIFFS
1.0.18-GCCcore-11.3.0

matplotlib

matplotlib is a python 2D plotting library which produces publication quality figures in a variety of
hardcopy formats and interactive environments across platforms. matplotlib can be used in python scripts, the python
and ipython shell, web application servers, and six graphical user interface toolkits.

TINKERCLIFFS
3.4.2-foss-2021a
3.3.3-foss-2020b
3.1.1-foss-2019b-Python-3.7.4
3.2.1-foss-2020a-Python-3.8.2
3.4.3-foss-2021b

Szip


Szip compression software, providing lossless compression of scientific data

TINKERCLIFFS
2.1.1-GCCcore-10.3.0
2.1.1-GCCcore-11.2.0
2.1.1-GCCcore-10.2.0
2.1.1-GCCcore-8.3.0
2.1.1-GCCcore-9.3.0
2.1.1-GCCcore-11.3.0

FLAC

FLAC stands for Free Lossless Audio Codec, an audio format similar to MP3, but lossless, meaning
that audio is compressed in FLAC without any loss in quality.

TINKERCLIFFS
1.3.3-GCCcore-10.2.0
1.3.3-GCCcore-10.3.0

c-ares

c-ares is a C library for asynchronous DNS requests (including name resolves)

TINKERCLIFFS
1.17.2-GCCcore-10.3.0
1.18.1-GCCcore-11.3.0

RepeatScout

De Novo Repeat Finder, Price A.L., Jones N.C. and Pevzner P.A. Developed and
tested with our multiple sequence version of RepeatScout ( 1.0.6 )

TINKERCLIFFS
1.0.6-GCC-11.3.0

CMake


CMake, the cross-platform, open-source build system. CMake is a family of
tools designed to build, test and package software.

TINKERCLIFFS
3.18.4-GCCcore-10.2.0
3.16.4-intel-2019b
3.22.1-GCCcore-11.2.0
3.16.4-GCCcore-9.3.0
3.15.3-GCCcore-8.3.0
3.23.1-GCCcore-11.3.0
3.13.3-GCCcore-8.2.0
3.21.1-GCCcore-11.2.0
3.24.3-GCCcore-12.2.0
3.12.1
3.20.1-GCCcore-10.3.0

COMSOL


COMSOL Multiphysics is a general-purpose software platform, based on
advanced numerical methods, for modeling and simulating physics-based
problems.

TINKERCLIFFS
5.4.0.388

RMBlast

RMBlast is a RepeatMasker compatible version of the standard NCBI BLAST suite. The primary
difference between this distribution and the NCBI distribution is the addition of a new program ‘rmblastn’
for use with RepeatMasker and RepeatModeler.

TINKERCLIFFS
2.13.0-gompi-2022a

Biopython

Biopython is a set of freely available tools for biological
computation written in Python by an international team of developers. It is
a distributed collaborative effort to develop Python libraries and
applications which address the needs of current and future work in
bioinformatics.

TINKERCLIFFS
1.78-foss-2020b
1.75-intel-2019b-Python-3.7.4
1.78-foss-2020a-Python-3.8.2
1.79-foss-2021a

Gdk-Pixbuf


The Gdk Pixbuf is a toolkit for image loading and pixel buffer manipulation.
It is used by GTK+ 2 and GTK+ 3 to load and manipulate images. In the past it
was distributed as part of GTK+ 2 but it was split off into a separate package
in preparation for the change to GTK+ 3.

TINKERCLIFFS
2.40.0-GCCcore-9.3.0
2.40.0-GCCcore-10.2.0
2.42.6-GCCcore-10.3.0

LZO

Portable lossless data compression library

TINKERCLIFFS
2.10-GCCcore-11.3.0

nlopt

NLopt is a free/open-source library for nonlinear optimization

TINKERCLIFFS
2.7.1

GLM

OpenGL Mathematics (GLM) is a header only C++ mathematics library for graphics software based on
the OpenGL Shading Language (GLSL) specifications.

TINKERCLIFFS
0.9.9.8-GCCcore-8.3.0

nanoget

Functions to extract information from Oxford Nanopore sequencing data and alignments

TINKERCLIFFS
1.18.1-foss-2021a

SWIG

SWIG is a software development tool that connects programs written in C and C++ with
a variety of high-level programming languages.

TINKERCLIFFS
4.0.1-GCCcore-9.3.0
4.0.1-GCCcore-8.3.0
3.0.12-GCCcore-8.3.0
4.0.2-GCCcore-11.2.0

IPython

IPython provides a rich architecture for interactive computing with:
Powerful interactive shells (terminal and Qt-based).
A browser-based notebook with support for code, text, mathematical expressions, inline plots and other rich media.
Support for interactive data visualization and use of GUI toolkits.
Flexible, embeddable interpreters to load into your own projects.
Easy to use, high performance tools for parallel computing.

TINKERCLIFFS
8.5.0-GCCcore-11.3.0

FriBidi


The Free Implementation of the Unicode Bidirectional Algorithm.

TINKERCLIFFS
1.0.10-GCCcore-10.2.0
1.0.10-GCCcore-11.2.0
1.0.5-GCCcore-8.3.0
1.0.10-GCCcore-10.3.0
1.0.9-GCCcore-9.3.0

typing-extensions

Typing Extensions – Backported and Experimental Type Hints for Python

TINKERCLIFFS
3.7.4.3-GCCcore-10.2.0

nodejs

Node.js is a platform built on Chrome’s JavaScript runtime
for easily building fast, scalable network applications. Node.js uses an
event-driven, non-blocking I/O model that makes it lightweight and efficient,
perfect for data-intensive real-time applications that run across distributed devices.

TINKERCLIFFS
12.19.0-GCCcore-10.2.0
14.17.0-GCCcore-10.3.0
12.16.1-GCCcore-9.3.0

FFTW.MPI

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT

TINKERCLIFFS
3.3.10-gompi-2022a
3.3.10-gompi-2022b

SpaceRanger

Space Ranger is a set of analysis pipelines that process Visium spatial RNA-seq output
and brightfield microscope images in order to detect tissue, align reads, generate feature-spot matrices,
perform clustering and gene expression analysis, and place spots in spatial context on the slide image.

TINKERCLIFFS
1.2.2-GCC-9.3.0

libgeotiff

Library for reading and writing coordinate system information from/to GeoTIFF files

TINKERCLIFFS
1.6.0-GCCcore-10.3.0
1.5.1-GCCcore-9.3.0
1.5.1-GCCcore-8.3.0

OpenMolcas

OpenMolcas is a quantum chemistry software package

TINKERCLIFFS
19.11-intel-2019b-Python-3.7.4
18.09-intel-2019b-Python-3.7.4

PMIx

Process Management for Exascale Environments
PMI Exascale (PMIx) represents an attempt to
provide an extended version of the PMI standard specifically designed
to support clusters up to and including exascale sizes. The overall
objective of the project is not to branch the existing pseudo-standard
definitions - in fact, PMIx fully supports both of the existing PMI-1
and PMI-2 APIs - but rather to (a) augment and extend those APIs to
eliminate some current restrictions that impact scalability, and (b

TINKERCLIFFS
3.1.5-GCCcore-8.3.0
4.1.0-GCCcore-11.2.0
3.1.5-GCCcore-10.2.0
4.2.2-GCCcore-12.2.0
3.2.3-GCCcore-10.3.0
4.1.2-GCCcore-11.3.0

ncbi-vdb

The SRA Toolkit and SDK from NCBI is a collection of tools and libraries for
using data in the INSDC Sequence Read Archives.

TINKERCLIFFS
2.10.7-gompi-2020a

sympy

SymPy is a Python library for symbolic mathematics. It aims to
become a full-featured computer algebra system (CAS) while keeping the code as
simple as possible in order to be comprehensible and easily extensible. SymPy
is written entirely in Python and does not require any external libraries.

TINKERCLIFFS
1.5.1-foss-2019b-Python-3.7.4

CppUnit


CppUnit is the C++ port of the famous JUnit framework for unit testing.

TINKERCLIFFS
1.15.1-GCCcore-11.3.0
1.15.1-GCCcore-10.3.0

RE2


RE2 is a fast, safe, thread-friendly alternative to backtracking regular
expression engines like those used in PCRE, Perl, and Python. It is a C++
library.

TINKERCLIFFS
2022-02-01-GCCcore-11.2.0
2022-02-01-GCCcore-10.3.0

p7zip

p7zip is a quick port of 7z.exe and 7za.exe (CLI version of
7zip) for Unix. 7-Zip is a file archiver with highest compression ratio.

TINKERCLIFFS
17.04-GCCcore-11.3.0

LittleCMS

Little CMS intends to be an OPEN SOURCE small-footprint color management engine,
with special focus on accuracy and performance.

TINKERCLIFFS
2.12-GCCcore-10.3.0
2.11-GCCcore-10.2.0
2.9-GCCcore-9.3.0
2.9-GCCcore-8.3.0

MariaDB-connector-c

MariaDB Connector/C is used to connect applications developed in C/C++ to MariaDB and MySQL databases.

TINKERCLIFFS
3.1.7-intel-2019b
3.1.7-GCCcore-9.3.0

Anaconda3

Built to complement the rich, open source Python community,
the Anaconda platform provides an enterprise-ready data analytics platform
that empowers companies to adopt a modern open data science analytics architecture.

TINKERCLIFFS
2020.07
2020.11

pauvre

Tools for plotting Oxford Nanopore and other long-read data

TINKERCLIFFS
0.2.3-foss-2021a

patchelf

PatchELF is a small utility to modify the dynamic linker and RPATH of ELF executables.

TINKERCLIFFS
0.10-GCCcore-8.3.0

dxa

DXA Dislocation Analysis

TINKERCLIFFS
1.3.6-foss-2020b

ABySS

Assembly By Short Sequences - a de novo, parallel, paired-end sequence assembler

TINKERCLIFFS
2.1.5-gompi-2020a

lxml

The lxml XML toolkit is a Pythonic binding for the C libraries libxml2 and libxslt.

TINKERCLIFFS
4.9.1-GCCcore-11.3.0

FFmpeg

A complete, cross-platform solution to record, convert and stream audio and video.

TINKERCLIFFS
4.3.2-GCCcore-11.2.0
4.2.1-GCCcore-8.3.0
4.3.2-GCCcore-10.3.0
4.2.2-GCCcore-9.3.0
4.3.1-GCCcore-10.2.0

NVHPC

C, C++ and Fortran compilers included with the NVIDIA HPC SDK (previously: PGI)

TINKERCLIFFS
21.2
20.7

OpenSSL

The OpenSSL Project is a collaborative effort to develop a robust, commercial-grade, full-featured,
and Open Source toolchain implementing the Secure Sockets Layer (SSL v2/v3) and Transport Layer Security (TLS v1)
protocols as well as a full-strength general purpose cryptography library.

TINKERCLIFFS
1.1.1e-GCCcore-9.3.0
1.1
1.1.1e-intel-2019b

BCFtools

Samtools is a suite of programs for interacting with high-throughput sequencing data.
BCFtools - Reading/writing BCF2/VCF/gVCF files and calling/filtering/summarising SNP and short indel sequence
variants

TINKERCLIFFS
1.11-GCC-10.2.0
1.10.2-GCC-9.3.0

Spark

Spark is Hadoop MapReduce done in memory

TINKERCLIFFS
3.2.1-foss-2021b

utf8proc

utf8proc is a small, clean C library that provides Unicode normalization, case-folding,
and other operations for data in the UTF-8 encoding.

TINKERCLIFFS
2.5.0-GCCcore-10.2.0
2.6.1-GCCcore-11.2.0
2.6.1-GCCcore-10.3.0

PyYAML

PyYAML is a YAML parser and emitter for the Python programming language.

TINKERCLIFFS
5.3.1-GCCcore-10.2.0
5.1.2-GCCcore-8.3.0
5.3-GCCcore-9.3.0

protobuf

Google Protocol Buffers

TINKERCLIFFS
3.10.0-GCCcore-9.3.0
3.10.0-GCCcore-8.3.0
3.14.0-GCCcore-10.2.0

tcsh

Tcsh is an enhanced, but completely compatible version of the Berkeley UNIX C shell (csh).
It is a command language interpreter usable both as an interactive login shell and a shell script command
processor. It includes a command-line editor, programmable word completion, spelling correction, a history
mechanism, job control and a C-like syntax.

TINKERCLIFFS
6.22.03-GCCcore-10.2.0
6.22.02-GCCcore-8.3.0

gperf


GNU gperf is a perfect hash function generator. For a given list of strings,
it produces a hash function and hash table, in form of C or C++ code, for
looking up a value depending on the input string. The hash function is
perfect, which means that the hash table has no collisions, and the hash
table lookup needs a single string comparison only.

TINKERCLIFFS
3.1-GCCcore-11.2.0
3.1-GCCcore-10.2.0
3.1-GCCcore-10.3.0
3.1-GCCcore-8.3.0
3.1-GCCcore-8.2.0
3.1-GCCcore-9.3.0

METIS


METIS is a set of serial programs for partitioning graphs, partitioning
finite element meshes, and producing fill reducing orderings for sparse
matrices. The algorithms implemented in METIS are based on the multilevel
recursive-bisection, multilevel k-way, and multi-constraint partitioning
schemes.

TINKERCLIFFS
5.1.0-GCCcore-8.3.0
5.1.0-GCCcore-10.2.0
5.1.0-GCCcore-10.3.0
5.1.0-GCCcore-9.3.0

petsc4py

petsc4py are Python bindings for PETSc, the Portable, Extensible Toolchain for Scientific Computation.

TINKERCLIFFS
3.12.0-foss-2019b-Python-3.7.4

MetaEuk

MetaEuk is a modular toolkit designed for large-scale gene discovery and annotation in eukaryotic
metagenomic contigs.

TINKERCLIFFS
4-GCC-10.2.0

dealii-9.2.0

SOFTWAREDESCRIPTION

TINKERCLIFFS
intel-2019b

X11

The X Window System (X11) is a windowing system for bitmap displays

TINKERCLIFFS
20210802-GCCcore-11.2.0
20190311-GCCcore-8.2.0
20190717-GCCcore-8.3.0
20201008-GCCcore-10.2.0
20200222-GCCcore-9.3.0
20210518-GCCcore-10.3.0
20200222-intel-2019b

pigz


pigz, which stands for parallel implementation of gzip, is a fully
functional replacement for gzip that exploits multiple processors and multiple
cores to the hilt when compressing data. pigz was written by Mark Adler, and
uses the zlib and pthread libraries.

TINKERCLIFFS
2.6-GCCcore-10.3.0

Autotools


This bundle collect the standard GNU build tools: Autoconf, Automake
and libtool

TINKERCLIFFS
20220317-GCCcore-11.3.0
20220317-GCCcore-12.2.0
20180311-GCCcore-8.3.0
20200321-GCCcore-10.2.0
20180311-GCCcore-9.3.0
20180311-GCCcore-8.2.0
20210726-GCCcore-11.2.0
20210128-GCCcore-10.3.0

ParMETIS

ParMETIS is an MPI-based parallel library that implements a variety of algorithms for partitioning
unstructured graphs, meshes, and for computing fill-reducing orderings of sparse matrices. ParMETIS extends the
functionality provided by METIS and includes routines that are especially suited for parallel AMR computations and
large scale numerical simulations. The algorithms implemented in ParMETIS are based on the parallel multilevel k-way
graph-partitioning, adaptive repartitioning, and parallel multi-constrained partitioning schemes.

TINKERCLIFFS
4.0.3-gompi-2019b

scikit-build

Scikit-Build, or skbuild, is an improved build system generator
for CPython C/C++/Fortran/Cython extensions.

TINKERCLIFFS
0.10.0-foss-2020a-Python-3.8.2

parmetis-4.0.3

SOFTWAREDESCRIPTION

TINKERCLIFFS
gcc-8.3.0
gcc-9.3.0
intel-2019b

QuantumESPRESSO

Quantum ESPRESSO is an integrated suite of computer codes
for electronic-structure calculations and materials modeling at the nanoscale.
It is based on density-functional theory, plane waves, and pseudopotentials
(both norm-conserving and ultrasoft).

TINKERCLIFFS
6.5-intel-2019b

CP2K

CP2K is a freely available (GPL) program, written in Fortran 95, to perform atomistic and molecular
simulations of solid state, liquid, molecular and biological systems. It provides a general framework for different
methods such as e.g. density functional theory (DFT) using a mixed Gaussian and plane waves approach (GPW), and
classical pair and many-body potentials.

TINKERCLIFFS
6.1-foss-2020a

Eigen

Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers,
and related algorithms.

TINKERCLIFFS
3.3.8-GCCcore-10.2.0
3.3.7-GCCcore-9.3.0
3.4.0-GCCcore-11.3.0
3.4.0-GCCcore-11.2.0
3.3.7
3.3.7-GCCcore-8.3.0
3.3.9-GCCcore-11.2.0
3.3.9-GCCcore-10.3.0

re2c

re2c is a free and open-source lexer generator for C and C++. Its main goal is generating
fast lexers: at least as fast as their reasonably optimized hand-coded counterparts. Instead of using
traditional table-driven approach, re2c encodes the generated finite state automata directly in the form
of conditional jumps and comparisons.

TINKERCLIFFS
1.2.1-GCCcore-8.3.0
2.1.1-GCCcore-10.3.0
1.3-GCCcore-9.3.0

NCO

The NCO toolkit manipulates and analyzes data stored in netCDF-accessible formats,
including DAP, HDF4, and HDF5.

TINKERCLIFFS
5.0.3-intel-2021a

TensorFlow

An open-source software library for Machine Intelligence

TINKERCLIFFS
2.4.1-foss-2020b

MATIO

matio is an C library for reading and writing Matlab MAT files.

TINKERCLIFFS
1.5.17-GCCcore-8.3.0

Zip

Zip is a compression and file packaging/archive utility.
Although highly compatible both with PKWARE’s PKZIP and PKUNZIP
utilities for MS-DOS and with Info-ZIP’s own UnZip, our primary objectives
have been portability and other-than-MSDOS functionality

TINKERCLIFFS
3.0-GCCcore-10.2.0

lz4

LZ4 is lossless compression algorithm, providing compression speed at 400 MB/s per core.
It features an extremely fast decoder, with speed in multiple GB/s per core.

TINKERCLIFFS
1.9.3-GCCcore-11.3.0
1.9.3-GCCcore-10.3.0
1.9.2-GCCcore-9.3.0
1.9.3-GCCcore-11.2.0
1.9.2-GCCcore-10.2.0

AUGUSTUS

AUGUSTUS is a program that predicts genes in eukaryotic genomic sequences

TINKERCLIFFS
3.4.0-foss-2020b

double-conversion

Efficient binary-decimal and decimal-binary conversion routines for IEEE doubles.

TINKERCLIFFS
3.1.5-GCCcore-10.2.0
3.1.4-GCCcore-8.3.0
3.1.5-GCCcore-10.3.0
3.1.5-GCCcore-9.3.0

AtomPAW

AtomPAW is a Projector-Augmented Wave Dataset Generator that
can be used both as a standalone program and a library.

TINKERCLIFFS
4.1.0.5-intel-2019b

PCRE


The PCRE library is a set of functions that implement regular expression
pattern matching using the same syntax and semantics as Perl 5.

TINKERCLIFFS
8.44-GCCcore-10.2.0
8.44-GCCcore-10.3.0
8.45-GCCcore-11.2.0
8.45-GCCcore-11.3.0
8.43-GCCcore-8.3.0
8.44-GCCcore-9.3.0

EasyBuild

EasyBuild is a software build and installation framework
written in Python that allows you to install software in a structured,
repeatable and robust way.

TINKERCLIFFS
4.4.0
4.4.2
4.2.2
4.3.4
4.7.1
4.3.2
4.3.3
4.6.1

tpl-4.4.18

SOFTWAREDESCRIPTION

TINKERCLIFFS
GCC-9.3.0
intel-2019b

picard

A set of tools (in Java) for working with next generation sequencing data in the BAM format.

TINKERCLIFFS
2.21.6-Java-11

HTSeq

HTSeq is a Python library to facilitate processing and analysis
of data from high-throughput sequencing (HTS) experiments.

TINKERCLIFFS
0.11.3-foss-2021b

GLPK

The GLPK (GNU Linear Programming Kit) package is intended for
solving large-scale linear programming (LP),
mixed integer programming (MIP), and other related problems.
It is a set of routines written in ANSI C
and organized in the form of a callable library.

TINKERCLIFFS
4.65-GCCcore-8.3.0
4.65-GCCcore-9.3.0
5.0-GCCcore-10.3.0
4.65-GCCcore-10.2.0

SEPP

SATe-enabled Phylogenetic Placement - addresses the problem of phylogenetic
placement of short reads into reference alignments and trees.

TINKERCLIFFS
4.4.0-foss-2020b

glew

The OpenGL Extension Wrangler Library

The OpenGL Extension Wrangler Library (GLEW) is a cross-platform
open-source C/C++ extension loading library. GLEW provides
efficient run-time mechanisms for determining which OpenGL
extensions are supported on the target platform. OpenGL
core and extension functionality is exposed in a single header
file. GLEW has been tested on a variety of operating systems,
including Windows, Linux, Mac OS X, FreeBSD, Irix, and Solaris.

TINKERCLIFFS
2.1.0-GCCcore-8.2.0

ISA-L

Intelligent Storage Acceleration Library

TINKERCLIFFS
2.30.0-GCCcore-10.3.0
2.30.0-GCCcore-11.2.0

pixman


Pixman is a low-level software library for pixel manipulation, providing
features such as image compositing and trapezoid rasterization. Important
users of pixman are the cairo graphics library and the X server.

TINKERCLIFFS
0.40.0-GCCcore-10.2.0
0.38.4-GCCcore-8.3.0
0.38.4-GCCcore-9.3.0
0.40.0-GCCcore-10.3.0

Hypre

Hypre is a library for solving large, sparse linear systems of equations on massively
parallel computers. The problems of interest arise in the simulation codes being developed at LLNL
and elsewhere to study physical phenomena in the defense, environmental, energy, and biological sciences.

TINKERCLIFFS
2.18.2-foss-2019b
2.18.2-intel-2019b

Ghostscript

Ghostscript is a versatile processor for PostScript data with the ability to render PostScript to
different targets. It used to be part of the cups printing stack, but is no longer used for that.

TINKERCLIFFS
9.53.3-GCCcore-10.2.0
9.52-intel-2019b
9.52-GCCcore-9.3.0
9.54.0-GCCcore-10.3.0

TINKER

The TINKER molecular modeling software is a complete and general package for molecular mechanics
and dynamics, with some special features for biopolymers.

TINKERCLIFFS
8.8.1-foss-2020a

Arrow

Apache Arrow (incl. PyArrow Python bindings), a cross-language development platform
for in-memory data.

TINKERCLIFFS
6.0.0-foss-2021a
6.0.0-foss-2021b

Miniconda3

Miniconda is a free minimal installer for conda. It is a small,
bootstrap version of Anaconda that includes only conda, Python, the packages they
depend on, and a small number of other useful packages.

TINKERCLIFFS
4.7.10

Pillow

Pillow is the ‘friendly PIL fork’ by Alex Clark and Contributors.
PIL is the Python Imaging Library by Fredrik Lundh and Contributors.

TINKERCLIFFS
6.2.1-GCCcore-8.3.0
7.0.0-GCCcore-9.3.0-Python-3.8.2
8.3.2-GCCcore-11.2.0
8.2.0-GCCcore-10.3.0
8.0.1-GCCcore-10.2.0

APR

Apache Portable Runtime (APR) libraries.

TINKERCLIFFS
1.7.0-GCCcore-10.2.0

libfabric


Libfabric is a core component of OFI. It is the library that defines and exports
the user-space API of OFI, and is typically the only software that applications
deal with directly. It works in conjunction with provider libraries, which are
often integrated directly into libfabric.

TINKERCLIFFS
1.11.0-GCCcore-10.2.0
1.12.1-GCCcore-10.3.0
1.16.1-GCCcore-12.2.0
1.13.2-GCCcore-11.2.0
1.15.1-GCCcore-11.3.0
1.11.0-GCCcore-8.3.0

kaldi

Kaldi is a toolkit for speech recognition

TINKERCLIFFS
20210429-foss-2020b

plotly.py

An open-source, interactive graphing library for Python

TINKERCLIFFS
5.1.0-GCCcore-10.3.0

h5py

HDF5 for Python (h5py) is a general-purpose Python interface to the Hierarchical Data Format library,
version 5. HDF5 is a versatile, mature scientific software library designed for the fast, flexible storage of enormous
amounts of data.

TINKERCLIFFS
3.7.0-foss-2022a
2.10.0-foss-2020a-Python-3.8.2

aria2

aria2 is a lightweight multi-protocol & multi-source command-line download utility.

TINKERCLIFFS
1.36.0-GCCcore-11.3.0

LMDB

LMDB is a fast, memory-efficient database. With memory-mapped files, it has the read performance
of a pure in-memory database while retaining the persistence of standard disk-based databases.

TINKERCLIFFS
0.9.29-GCCcore-11.3.0
0.9.24-GCCcore-9.3.0
0.9.24-GCCcore-10.2.0

RECON

Patched version of RECON to be used with RepeatModeler.

TINKERCLIFFS
1.08-GCC-11.3.0

cairo

Cairo is a 2D graphics library with support for multiple output devices.
Currently supported output targets include the X Window System (via both Xlib and XCB), Quartz, Win32, image buffers,
PostScript, PDF, and SVG file output. Experimental backends include OpenGL, BeOS, OS/2, and DirectFB

TINKERCLIFFS
1.16.0-GCCcore-9.3.0
1.16.0-GCCcore-8.3.0
1.16.0-GCCcore-10.3.0
1.16.0-GCCcore-10.2.0

gaussian

Gaussian(09.d01) is a computer program for computational quantum chemistry that includes various methods for electronic structure calculations.

TINKERCLIFFS
09.d01
09.e01

Perl

Larry Wall’s Practical Extraction and Report Language

TINKERCLIFFS
5.30.0-GCCcore-8.3.0
5.36.0-GCCcore-12.2.0
5.34.0-GCCcore-11.2.0
5.32.0-GCCcore-10.2.0
5.34.1-GCCcore-11.3.0
5.32.1-GCCcore-10.3.0
5.28.1-GCCcore-8.2.0
5.30.2-GCCcore-9.3.0

HDF


HDF (also known as HDF4) is a library and multi-object file format for
storing and managing data between machines.

TINKERCLIFFS
4.2.14-GCCcore-8.3.0
4.2.15-GCCcore-10.3.0

PyTorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration.
PyTorch is a deep learning framework that puts Python first.

TINKERCLIFFS
1.6.0-gomkl-2020a-Python-3.8.2
1.4.0-foss-2020a-Python-3.8.2
1.7.1-foss-2020b
1.6.0-foss-2020a-Python-3.8.2

NGS

NGS is a new, domain-specific API for accessing reads, alignments and pileups
produced from Next Generation Sequencing.

TINKERCLIFFS
2.10.5-GCCcore-9.3.0

freeglut

freeglut is a completely OpenSourced alternative to the OpenGL Utility Toolkit (GLUT) library.

TINKERCLIFFS
3.0.0-GCCcore-8.2.0

APR-util

Apache Portable Runtime (APR) util libraries.

TINKERCLIFFS
1.6.1-GCCcore-10.2.0

pocl

Pocl is a portable open source (MIT-licensed) implementation of the OpenCL standard

TINKERCLIFFS
1.6-GCC-10.2.0

yaml-cpp

yaml-cpp is a YAML parser and emitter in C++ matching the YAML 1.2 spec

TINKERCLIFFS
0.6.3-GCCcore-8.3.0

Cereal

cereal is a header-only C++11 serialization library. cereal takes arbitrary data types and reversibly
turns them into different representations, such as compact binary encodings, XML, or JSON. cereal was designed to be
fast, light-weight, and easy to extend - it has no external dependencies and can be easily bundled with other code or
used standalone.

TINKERCLIFFS
1.3.0

Trimmomatic

Trimmomatic performs a variety of useful trimming tasks for illumina
paired-end and single ended data.The selection of trimming steps and their associated
parameters are supplied on the command line.

TINKERCLIFFS
0.39-Java-11

makeinfo

makeinfo is part of the Texinfo project, the official documentation format of the GNU project.

TINKERCLIFFS
6.7-GCCcore-10.3.0

GCCcore

The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Java, and Ada,
as well as libraries for these languages (libstdc++, libgcj,…).

TINKERCLIFFS
10.3.0
9.3.0
12.2.0
11.2.0
10.2.0
8.3.0
11.3.0
8.2.0

GCC

The GNU Compiler Collection includes front ends for C, C++, Objective-C, Fortran, Java, and Ada,
as well as libraries for these languages (libstdc++, libgcj,…).

TINKERCLIFFS
8.2.0-2.31.1
10.3.0
9.3.0
12.2.0
11.2.0
10.2.0
8.3.0
11.3.0

Tkinter

Tkinter module, built with the Python buildsystem

TINKERCLIFFS
3.9.6-GCCcore-11.2.0
3.8.2-GCCcore-9.3.0
3.8.6-GCCcore-10.2.0
3.7.4-GCCcore-8.3.0
3.9.5-GCCcore-10.3.0

at-spi2-core


Assistive Technology Service Provider Interface.

TINKERCLIFFS
2.40.2-GCCcore-10.3.0
2.36.0-GCCcore-9.3.0
2.38.0-GCCcore-10.2.0

flatbuffers

FlatBuffers: Memory Efficient Serialization Library

TINKERCLIFFS
1.12.0-GCCcore-10.2.0

Judy

A C library that implements a dynamic array.

TINKERCLIFFS
1.0.5-GCCcore-11.3.0

imkl

Intel oneAPI Math Kernel Library

TINKERCLIFFS
2019.5.281-iimpi-2019b
2019.5.281-iompi-2019b
2019.1.144-gompi-2019a
2020.4.304-iimpi-2020b
2019.5.281-gompi-2020a
2021.2.0-iimpi-2021a
2020.4.304-gompi-2020b
2021.2.0-iompi-2021a
2022.2.1
2021.2.0-gompi-2021a

bolt_llm

The BOLT-LMM algorithm computes statistics for testing association between phenotype and genotypes using a linear mixed model (LMM)

TINKERCLIFFS
2.4.1-intel2021a

XML-LibXML

Perl binding for libxml2

TINKERCLIFFS
2.0205-GCCcore-9.3.0

TWL-NINJA

Nearly Infinite Neighbor Joining Application.

TINKERCLIFFS
0.98-cluster_only-GCC-11.3.0

FastQC

FastQC is a quality control application for high throughput
sequence data. It reads in sequence data in a variety of formats and can either
provide an interactive application to review the results of several different
QC checks, or create an HTML based report which can be integrated into a
pipeline.

TINKERCLIFFS
0.11.9-Java-11

libarchive


Multi-format archive and compression library

TINKERCLIFFS
3.5.1-GCCcore-11.2.0
3.6.1-GCCcore-12.2.0
3.4.3-GCCcore-10.2.0
3.6.1-GCCcore-11.3.0
3.5.1-GCCcore-10.3.0

CD-HIT

CD-HIT is a very widely used program for clustering and
comparing protein or nucleotide sequences.

TINKERCLIFFS
4.8.1-GCC-11.3.0

prodigal

Prodigal (Prokaryotic Dynamic Programming Genefinding Algorithm

TINKERCLIFFS
2.6.3-GCCcore-10.2.0

PROJ

Program proj is a standard Unix filter function which converts
geographic longitude and latitude coordinates into cartesian coordinates

TINKERCLIFFS
6.2.1-GCCcore-8.3.0
7.0.0-GCCcore-9.3.0
8.0.1-GCCcore-10.3.0

parallel

parallel: Build and execute shell commands in parallel

TINKERCLIFFS
20190922-GCCcore-8.3.0
20200522-GCCcore-9.3.0

GlobusConnectPersonal

Globus Connect Personal enables you to share and transfer files to and from your Linux laptop or desktop computer — even if it’s behind a firewall.

TINKERCLIFFS
3.2.0

DOLFIN

DOLFIN is the C++/Python interface of FEniCS, providing a consistent PSE
(Problem Solving Environment) for ordinary and partial differential equations.

TINKERCLIFFS
2019.1.0.post0-foss-2019b-Python-3.7.4

NASM

NASM: General-purpose x86 assembler

TINKERCLIFFS
2.14.02-GCCcore-8.3.0
2.15.05-GCCcore-10.3.0
2.15.05-GCCcore-11.3.0
2.15.05-GCCcore-10.2.0
2.15.05-GCCcore-11.2.0
2.14.02-GCCcore-9.3.0

ImageMagick

ImageMagick is a software suite to create, edit, compose, or convert bitmap images

TINKERCLIFFS
7.0.10-35-GCCcore-10.2.0
7.0.10-1-intel-2019b
7.0.10-1-GCCcore-9.3.0
7.0.11-14-GCCcore-10.3.0

bcl2fastq2

bcl2fastq Conversion Software both demultiplexes data and converts BCL files generated by
Illumina sequencing systems to standard FASTQ file formats for downstream analysis.

TINKERCLIFFS
2.20.0-GCC-9.3.0

MrBayes

MrBayes is a program for Bayesian inference and model choice across
a wide range of phylogenetic and evolutionary models.

TINKERCLIFFS
3.2.7-gompi-2020b

ATK


ATK provides the set of accessibility interfaces that are implemented by other
toolkits and applications. Using the ATK interfaces, accessibility tools have
full access to view and control running applications.

TINKERCLIFFS
2.36.0-GCCcore-10.3.0
2.36.0-GCCcore-9.3.0
2.36.0-GCCcore-10.2.0

ParaView

ParaView is a scientific parallel visualizer.

TINKERCLIFFS
5.8.0-foss-2020a-Python-3.8.2-mpi
5.9.1-foss-2021a-mpi

ISL

isl is a library for manipulating sets and relations of integer points bounded by linear constraints.

TINKERCLIFFS
0.23-GCCcore-10.3.0

BamTools

BamTools provides both a programmer’s API and an end-user’s toolkit for handling BAM files.

TINKERCLIFFS
2.5.1-GCC-10.2.0
2.5.1-GCC-9.3.0

sparsehash


An extremely memory-efficient hash_map implementation. 2 bits/entry overhead!
The SparseHash library contains several hash-map implementations, including
implementations that optimize for space or speed.

TINKERCLIFFS
2.0.3-GCCcore-9.3.0

UDUNITS

UDUNITS supports conversion of unit specifications between formatted and binary forms,
arithmetic manipulation of units, and conversion of values between compatible scales of measurement.

TINKERCLIFFS
2.2.26-GCCcore-10.2.0
2.2.28-GCCcore-10.3.0
2.2.28-GCCcore-11.2.0
2.2.26-GCCcore-9.3.0
2.2.26-GCCcore-8.3.0

hmmer3

HMMER3DESCRIPTION

TINKERCLIFFS
3.3.2.1b2-hpc

Qt5

Qt is a comprehensive cross-platform C++ application framework.

TINKERCLIFFS
5.15.2-GCCcore-10.3.0
5.14.1-GCCcore-9.3.0
5.13.1-GCCcore-8.3.0

rclone

Rclone is a command line program to sync files and directories to and from a variety of online storage services

TINKERCLIFFS
1.60.0
1.42-amd64
1.42-foss-2020a-amd64

Libint

Libint library is used to evaluate the traditional (electron repulsion) and certain novel two-body
matrix elements (integrals) over Cartesian Gaussian functions used in modern atomic and molecular theory.

TINKERCLIFFS
2.6.0-GCC-10.2.0-lmax-6-cp2k
1.1.6-foss-2020a

libreadline


The GNU Readline library provides a set of functions for use by applications
that allow users to edit command lines as they are typed in. Both Emacs and
vi editing modes are available. The Readline library includes additional
functions to maintain a list of previously-entered command lines, to recall
and perhaps reedit those lines, and perform csh-like history expansion on
previous commands.

TINKERCLIFFS
8.0-GCCcore-9.3.0
8.1-GCCcore-10.3.0
8.1-GCCcore-11.2.0
8.1.2-GCCcore-11.3.0
8.0-GCCcore-10.2.0
8.0-GCCcore-8.3.0
8.0-GCCcore-8.2.0
8.2-GCCcore-12.2.0

pkgconfig

pkgconfig is a Python module to interface with the pkg-config command line tool

TINKERCLIFFS
1.5.5-GCCcore-11.3.0-python
1.5.1-GCCcore-10.2.0-python
1.5.1-GCCcore-9.3.0-Python-3.8.2
1.5.1-GCCcore-8.3.0-Python-3.7.4

Clang

C, C++, Objective-C compiler, based on LLVM. Does not
include C++ standard library – use libstdc++ from GCC.

TINKERCLIFFS
11.0.1-GCCcore-10.2.0

WPS

WRF Preprocessing System (WPS) for WRF. The Weather Research and Forecasting (WRF) Model is
a next-generation mesoscale numerical weather prediction system designed to serve both operational
forecasting and atmospheric research needs.

TINKERCLIFFS
4.2-foss-2020b-dmpar

bokeh

Statistical and novel interactive HTML plots for Python

TINKERCLIFFS
2.0.2-foss-2020a-Python-3.8.2
2.2.3-foss-2020b-Python-3.8.6

libdap

A C++ SDK which contains an implementation of DAP 2.0 and
DAP4.0. This includes both Client- and Server-side support classes.

TINKERCLIFFS
3.20.8-GCCcore-11.2.0
3.20.8-intel-2021a

Mesa

Mesa is an open-source implementation of the OpenGL specification -
a system for rendering interactive 3D graphics.

TINKERCLIFFS
19.2.1-GCCcore-8.3.0
20.2.1-GCCcore-10.2.0
21.1.1-GCCcore-10.3.0
21.1.7-GCCcore-11.2.0
20.0.2-GCCcore-9.3.0
19.0.1-GCCcore-8.2.0
19.1.7-GCCcore-8.3.0

MPFR


The MPFR library is a C library for multiple-precision floating-point
computations with correct rounding.

TINKERCLIFFS
4.1.0-GCCcore-10.3.0
4.1.0-GCCcore-10.2.0
4.0.2-GCCcore-8.3.0
4.0.2-GCCcore-9.3.0

p4est-2.2

P4ESTDESCRIPTION

TINKERCLIFFS
gcc-9.3.0
intel-2019b

guppyCPU

SOFTWAREDESCRIPTION

TINKERCLIFFS
Anaconda3-2020.07

libxsmm

LIBXSMM is a library for small dense and small sparse matrix-matrix multiplications
targeting Intel Architecture (x86).

TINKERCLIFFS
1.10-GCC-9.3.0

p4est

p4est is a C library to manage a collection (a forest) of multiple
connected adaptive quadtrees or octrees in parallel.

TINKERCLIFFS
2.2-intel-2019b
gcc-8.3.0

VTK

The Visualization Toolkit (VTK) is an open-source, freely available software system for
3D computer graphics, image processing and visualization. VTK consists of a C++ class library and several
interpreted interface layers including Tcl/Tk, Java, and Python. VTK supports a wide variety of visualization
algorithms including: scalar, vector, tensor, texture, and volumetric methods; and advanced modeling techniques
such as: implicit modeling, polygon reduction, mesh smoothing, cutting, contouring, and Delaunay triangulation.

TINKERCLIFFS
8.2.0-foss-2019b-Python-3.7.4
9.1.0-foss-2021b
8.2.0-foss-2020a-Python-3.8.2

GlobalArrays

Global Arrays (GA) is a Partitioned Global Address Space (PGAS) programming model

TINKERCLIFFS
5.7.2-iomkl-2019b
5.7.2-intel-2019b

XZ

xz: XZ utilities

TINKERCLIFFS
5.2.5-GCCcore-11.2.0
5.2.5-GCCcore-10.2.0
5.2.5-GCCcore-11.3.0
5.2.5-GCCcore-8.3.0
5.2.7-GCCcore-12.2.0
5.2.5-intel-2019b
5.2.5-GCCcore-10.3.0
5.2.4-GCCcore-8.2.0
5.2.5-GCCcore-9.3.0
5.2.4-GCCcore-8.3.0

R

R is a free software environment for statistical computing
and graphics.

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4.1.0-foss-2021a
4.0.3-foss-2020b
4.0.2-foss-2020a

BLAST+

Basic Local Alignment Search Tool, or BLAST, is an algorithm
for comparing primary biological sequence information, such as the amino-acid
sequences of different proteins or the nucleotides of DNA sequences.

TINKERCLIFFS
2.13.0-gompi-2022a
2.11.0-gompi-2020b
2.10.1-gompi-2020a

Nastran

NASTRANDESCRIPTION

TINKERCLIFFS
2021

M4

GNU M4 is an implementation of the traditional Unix macro processor. It is mostly SVR4 compatible
although it has some extensions (for example, handling more than 9 positional parameters to macros).
GNU M4 also has built-in functions for including files, running shell commands, doing arithmetic, etc.

TINKERCLIFFS
1.4.18-GCCcore-10.3.0
1.4.19
1.4.18-GCCcore-10.2.0
1.4.19-GCCcore-11.2.0
1.4.19-GCCcore-12.2.0
1.4.18
1.4.18-GCCcore-8.3.0
1.4.18-GCCcore-9.3.0
1.4.17
1.4.18-GCCcore-8.2.0
1.4.19-GCCcore-11.3.0

Qhull


Qhull computes the convex hull, Delaunay triangulation, Voronoi diagram,
halfspace intersection about a point, furthest-site Delaunay triangulation,
and furthest-site Voronoi diagram. The source code runs in 2-d, 3-d, 4-d, and
higher dimensions. Qhull implements the Quickhull algorithm for computing the
convex hull.

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2020.2-GCCcore-11.2.0
2020.2-GCCcore-10.3.0

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT

TINKERCLIFFS
3.3.8-intel-2019b
3.3.10-gompi-2021b
3.3.10-GCC-12.2.0
3.3.8-gompi-2019b
3.3.9-iompi-2021a
3.3.9-gompi-2021a
3.3.10-GCC-11.3.0
3.3.8-gompi-2020a
3.3.9-intel-2021a
3.3.8-gompi-2020b

libepoxy

Epoxy is a library for handling OpenGL function pointer management for you

TINKERCLIFFS
1.5.8-GCCcore-10.3.0
1.5.4-GCCcore-10.2.0
1.5.4-GCCcore-9.3.0

NLopt

NLopt is a free/open-source library for nonlinear optimization,
providing a common interface for a number of different free optimization routines
available online as well as original implementations of various other algorithms.

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2.6.1-GCCcore-9.3.0
2.6.1-GCCcore-8.3.0
2.7.0-GCCcore-10.3.0
2.6.2-GCCcore-10.2.0

FlexiBLAS

FlexiBLAS is a wrapper library that enables the exchange of the BLAS and LAPACK implementation
used by a program without recompiling or relinking it.

TINKERCLIFFS
3.2.1-GCC-12.2.0
3.0.4-GCC-11.2.0
3.2.0-GCC-11.3.0
3.0.4-GCC-10.3.0

fastp

A tool designed to provide fast all-in-one preprocessing for FastQ files.
This tool is developed in C++ with multithreading supported to afford high performance.

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0.23.2-GCC-11.2.0
0.23.2-GCC-10.3.0

DB

Berkeley DB enables the development of custom data management
solutions, without the overhead traditionally associated with such custom
projects.

TINKERCLIFFS
18.1.40-GCCcore-10.3.0
18.1.40-GCCcore-11.2.0
18.1.40-GCCcore-10.2.0
18.1.40-GCCcore-12.2.0
18.1.32-GCCcore-8.2.0
18.1.40-GCCcore-11.3.0

Subversion

Subversion is an open source version control system.

TINKERCLIFFS
1.14.0-GCCcore-10.2.0

dask

Dask natively scales Python. Dask provides advanced parallelism for analytics, enabling performance
at scale for the tools you love.

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2.18.1-foss-2020a-Python-3.8.2
2021.2.0-foss-2020b-Python-3.8.6

foss

GNU Compiler Collection (GCC) based compiler toolchain, including
OpenMPI for MPI support, OpenBLAS (BLAS and LAPACK support), FFTW and ScaLAPACK.

TINKERCLIFFS
2020b
2019b
2022b
2022a
2021b
2021a
2020a

GEOS

GEOS (Geometry Engine - Open Source) is a C++ port of the Java Topology Suite (JTS)

TINKERCLIFFS
3.8.0-iccifort-2019.5.281-Python-3.7.4
3.9.1-GCC-10.3.0
3.8.1-GCC-9.3.0-Python-3.8.2

UCX

Unified Communication X
An open-source production grade communication framework for data centric
and high-performance applications

TINKERCLIFFS
1.8.0-GCCcore-9.3.0
1.10.0-GCCcore-10.3.0
1.9.0-GCCcore-10.2.0
1.12.1-GCCcore-11.3.0
1.11.2-GCCcore-11.2.0
1.8.0-GCCcore-8.3.0
1.13.1-GCCcore-12.2.0

UCC

UCC (Unified Collective Communication) is a collective
communication operations API and library that is flexible, complete, and
feature-rich for current and emerging programming models and runtimes.

TINKERCLIFFS
1.0.0-GCCcore-11.3.0
1.1.0-GCCcore-12.2.0

ncdf4

ncdf4: Interface to Unidata netCDF (version 4 or earlier) format data files

TINKERCLIFFS
1.17-foss-2020b-R-4.0.3

VTune

Intel VTune Amplifier XE is the premier performance profiler for C, C++, C#, Fortran,
Assembly and Java.

TINKERCLIFFS
2022.2.0
2022.3.0

LLVM

The LLVM Core libraries provide a modern source- and target-independent
optimizer, along with code generation support for many popular CPUs
(as well as some less common ones!) These libraries are built around a well
specified code representation known as the LLVM intermediate representation
(“LLVM IR”). The LLVM Core libraries are well documented, and it is
particularly easy to invent your own language (or port an existing compiler

TINKERCLIFFS
11.0.0-GCCcore-10.2.0
9.0.0-GCCcore-8.3.0
12.0.1-GCCcore-11.2.0
11.1.0-GCCcore-10.3.0
9.0.1-GCCcore-9.3.0
7.0.1-GCCcore-8.2.0

SUNDIALS

SUNDIALS: SUite of Nonlinear and DIfferential/ALgebraic Equation Solvers

TINKERCLIFFS
5.1.0-foss-2019b

boost-1.58.0

BOOSTDESCRIPTION

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intel-2019b

glog

A C++ implementation of the Google logging module.

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0.4.0-GCCcore-9.3.0

VASP

The Vienna Ab initio Simulation Package (VASP) is a computer program for atomic scale
materials modelling, e.g. electronic structure calculations and quantum-mechanical molecular dynamics,
from first principles.

TINKERCLIFFS
5.4.4-intel-2019b

GTK3

GTK+ is the primary library used to construct user interfaces in GNOME. It
provides all the user interface controls, or widgets, used in a common
graphical application. Its object-oriented API allows you to construct
user interfaces without dealing with the low-level details of drawing and
device interaction.

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3.24.29-GCCcore-10.3.0

nettle

Nettle is a cryptographic library that is designed to fit easily
in more or less any context: In crypto toolkits for object-oriented
languages (C++, Python, Pike, …), in applications like LSH or GNUPG,
or even in kernel space.

TINKERCLIFFS
3.4.1-GCCcore-8.2.0
3.7.2-GCCcore-10.3.0
3.6-GCCcore-10.2.0
3.5.1-GCCcore-8.3.0

libunwind

The primary goal of libunwind is to define a portable and efficient C programming interface
(API) to determine the call-chain of a program. The API additionally provides the means to manipulate the
preserved (callee-saved) state of each call-frame and to resume execution at any point in the call-chain
(non-local goto). The API supports both local (same-process) and remote (across-process) operation.
As such, the API is useful in a number of applications

TINKERCLIFFS
1.5.0-GCCcore-11.2.0
1.4.0-GCCcore-10.2.0
1.4.0-GCCcore-10.3.0
1.3.1-GCCcore-9.3.0
1.3.1-GCCcore-8.2.0
1.3.1-GCCcore-8.3.0

GTK+

GTK+ is the primary library used to construct user interfaces in GNOME. It
provides all the user interface controls, or widgets, used in a common
graphical application. Its object-oriented API allows you to construct
user interfaces without dealing with the low-level details of drawing and
device interaction.

TINKERCLIFFS
3.24.17-GCCcore-9.3.0
3.24.23-GCCcore-10.2.0

SCOTCH

Software package and libraries for sequential and parallel graph partitioning,
static mapping, and sparse matrix block ordering, and sequential mesh and hypergraph partitioning.

TINKERCLIFFS
6.0.9-gompi-2020a
6.1.0-gompi-2021a
6.0.9-iimpi-2019b
6.0.9-gompi-2019b

libgit2

libgit2 is a portable, pure C implementation of the Git core methods provided as a re-entrant
linkable library with a solid API, allowing you to write native speed custom Git applications in any language
which supports C bindings.

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1.1.0-GCCcore-10.3.0

GStreamer

GStreamer is a library for constructing graphs of media-handling
components. The applications it supports range from simple
Ogg/Vorbis playback, audio/video streaming to complex audio
(mixing) and video (non-linear editing) processing.

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1.18.4-GCC-10.3.0

libevent


The libevent API provides a mechanism to execute a callback function when
a specific event occurs on a file descriptor or after a timeout has been
reached. Furthermore, libevent also support callbacks due to signals or
regular timeouts.

TINKERCLIFFS
2.1.12-GCCcore-10.2.0
2.1.11-GCCcore-9.3.0
2.1.12-GCCcore-12.2.0
2.1.12-GCCcore-11.3.0
2.1.12-GCCcore-11.2.0
2.1.11-GCCcore-8.3.0
2.1.12-GCCcore-10.3.0

libtirpc

Libtirpc is a port of Suns Transport-Independent RPC library to Linux.

TINKERCLIFFS
1.3.2-GCCcore-10.3.0
1.2.6-GCCcore-8.3.0
1.3.2-GCCcore-11.2.0

networkx

NetworkX is a Python package for the creation, manipulation,
and study of the structure, dynamics, and functions of complex networks.

TINKERCLIFFS
2.4-foss-2020a-Python-3.8.2

x264


x264 is a free software library and application for encoding video streams
into the H.264/MPEG-4 AVC compression format, and is released under the
terms of the GNU GPL.

TINKERCLIFFS
20191217-GCCcore-9.3.0
20190925-GCCcore-8.3.0
20210414-GCCcore-10.3.0
20210613-GCCcore-11.2.0
20201026-GCCcore-10.2.0

x265


x265 is a free software library and application for encoding video streams
into the H.265 AVC compression format, and is released under the terms of
the GNU GPL.

TINKERCLIFFS
3.2-GCCcore-8.3.0
3.5-GCCcore-10.3.0
3.3-GCCcore-9.3.0
3.5-GCCcore-11.2.0
3.3-GCCcore-10.2.0

ZeroMQ

ZeroMQ looks like an embeddable networking library but acts like a concurrency framework.
It gives you sockets that carry atomic messages across various transports like in-process,
inter-process, TCP, and multicast. You can connect sockets N-to-N with patterns like fanout,
pub-sub, task distribution, and request-reply. It’s fast enough to be the fabric for clustered
products. Its asynchronous I/O model gives you scalable multicore applications, built as asynchronous
message-processing tasks. It has a score of language APIs and runs on most operating systems.

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4.3.4-GCCcore-11.3.0

Qualimap

Qualimap 2 is a platform-independent application written in Java and R that provides both
a Graphical User Inteface (GUI) and a command-line interface to facilitate the quality control of
alignment sequencing data and its derivatives like feature counts.

TINKERCLIFFS
2.2.1-foss-2020b-R-4.0.3

OpenBLAS

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

TINKERCLIFFS
0.3.18-GCC-11.2.0
0.3.12-GCC-10.2.0
0.3.20-GCC-11.3.0
0.3.21-GCC-12.2.0
0.3.15-GCC-10.3.0
0.3.7-GCC-8.3.0
0.3.9-GCC-9.3.0

PCRE2


The PCRE library is a set of functions that implement regular expression pattern matching using the same syntax
and semantics as Perl 5.

TINKERCLIFFS
10.34-intel-2019b
10.40-GCCcore-11.3.0
10.36-GCCcore-10.3.0
10.35-GCCcore-10.2.0
10.33-GCCcore-8.3.0
10.34-GCCcore-9.3.0

Kaleido

Fast static image export for web-based visualization libraries with zero dependencies

TINKERCLIFFS
0.2.1-GCCcore-10.3.0

flatbuffers-python

Python Flatbuffers runtime library.

TINKERCLIFFS
1.12-GCCcore-10.2.0

fontconfig


Fontconfig is a library designed to provide system-wide font configuration,
customization and application access.

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2.13.1-GCCcore-8.3.0
2.13.1-GCCcore-8.2.0
2.13.92-GCCcore-9.3.0
2.13.93-GCCcore-10.3.0
2.13.94-GCCcore-11.2.0
2.13.92-GCCcore-10.2.0
2.13.92-intel-2019b

Bazel

Bazel is a build tool that builds code quickly and reliably.
It is used to build the majority of Google’s software.

TINKERCLIFFS
3.7.2-GCCcore-10.2.0

libdeflate

Heavily optimized library for DEFLATE/zlib/gzip compression and decompression.

TINKERCLIFFS
1.7-GCCcore-10.3.0
1.8-GCCcore-11.2.0

Bowtie2

Bowtie 2 is an ultrafast and memory-efficient tool for aligning sequencing reads
to long reference sequences. It is particularly good at aligning reads of about 50 up to 100s or 1,000s
of characters, and particularly good at aligning to relatively long (e.g. mammalian) genomes.
Bowtie 2 indexes the genome with an FM Index to keep its memory footprint small: for the human genome,
its memory footprint is typically around 3.2 GB. Bowtie 2 supports gapped, local, and paired-end alignment modes.

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2.4.1-GCC-9.3.0

freetype


FreeType 2 is a software font engine that is designed to be small, efficient,
highly customizable, and portable while capable of producing high-quality
output (glyph images). It can be used in graphics libraries, display servers,
font conversion tools, text image generation tools, and many other products
as well.

TINKERCLIFFS
2.10.4-GCCcore-10.3.0
2.11.0-GCCcore-11.2.0
2.10.1-GCCcore-8.3.0
2.10.1-GCCcore-9.3.0
2.10.3-GCCcore-10.2.0
2.12.1-GCCcore-11.3.0
2.9.1-GCCcore-8.2.0

aspect-2.2.0

AspectDESCRIPTION

TINKERCLIFFS
intel-2019b

Valgrind

Valgrind: Debugging and profiling tools

TINKERCLIFFS
3.16.1-gompi-2020a
3.16.1-gompi-2020b
3.16.1-iimpi-2019b

iimpi

Intel C/C++ and Fortran compilers, alongside Intel MPI.

TINKERCLIFFS
2022b
2021a
2020b
2021b
2019b

Yasm

Yasm: Complete rewrite of the NASM assembler with BSD license

TINKERCLIFFS
1.3.0-GCCcore-10.3.0
1.3.0-GCCcore-9.3.0
1.3.0-GCCcore-8.3.0
1.3.0-GCCcore-11.2.0
1.3.0-GCCcore-10.2.0

archspec

A library for detecting, labeling, and reasoning about microarchitectures

TINKERCLIFFS
0.1.0-GCCcore-9.3.0-Python-3.8.2
0.1.3-GCCcore-11.2.0

tbb

Intel(R) Threading Building Blocks (Intel(R) TBB) lets you easily write parallel C++ programs that
take full advantage of multicore performance, that are portable, composable and have future-proof scalability.

TINKERCLIFFS
2020.1-GCCcore-9.3.0
2021.5.0-GCCcore-11.3.0
2020.3-GCCcore-11.2.0

Pysam

Pysam is a python module for reading and manipulating Samfiles.
It’s a lightweight wrapper of the samtools C-API. Pysam also includes an interface for tabix.

TINKERCLIFFS
0.16.0.1-GCC-10.3.0
0.17.0-GCC-11.2.0
0.16.0.1-GCC-9.3.0

PnetCDF

Parallel netCDF: A Parallel I/O Library for NetCDF File Access

TINKERCLIFFS
1.12.1-gompi-2019b
1.12.2-iimpi-2021a
1.12.1-gompi-2020a

Trilinos

The Trilinos Project is an effort to develop algorithms and enabling technologies
within an object-oriented software framework for the solution of large-scale, complex multi-physics
engineering and scientific problems. A unique design feature of Trilinos is its focus on packages.

TINKERCLIFFS
12.12.1-foss-2019b-Python-3.7.4

dijitso

dijitso is a Python module for distributed just-in-time shared library building.

TINKERCLIFFS
2019.1.0-foss-2019b-Python-3.7.4

Brotli

Brotli is a generic-purpose lossless compression algorithm that compresses data using a combination
of a modern variant of the LZ77 algorithm, Huffman coding and 2nd order context modeling, with a compression ratio
comparable to the best currently available general-purpose compression methods. It is similar in speed with deflate
but offers more dense compression.
The specification of the Brotli Compressed Data Format is defined in RFC 7932.

TINKERCLIFFS
1.0.9-GCCcore-11.2.0
1.0.9-GCCcore-11.3.0

Dalton

The Dalton suite consists of two separate executables, Dalton and LSDalton. The Dalton code is a powerful tool for a wide range of molecular properties at different levels of theory, whereas LSDalton is a linear-scaling HF and DFT code suitable for large molecular systems, now also with some CCSD capabilites. Any published work arising from use of one of the Dalton programs must acknowledge that by a proper reference. The following list of capabilities of the Dalton programs should give you some indication of whether or not the Dalton suite is able to meet your requirements..

TINKERCLIFFS
2020-iomkl-2019b-nompi
2020-iomkl-2019b

libvorbis

Ogg Vorbis is a fully open, non-proprietary, patent-and-royalty-free, general-purpose compressed
audio format

TINKERCLIFFS
1.3.7-GCCcore-10.3.0
1.3.7-GCCcore-10.2.0

starccm+

STARCCM+DESCRIPTION

TINKERCLIFFS
17.06.007
15.04.010
12.04.011

pkgconf

pkgconf is a program which helps to configure compiler and linker flags for development libraries.
It is similar to pkg-config from freedesktop.org.

TINKERCLIFFS
1.8.0-GCCcore-11.3.0
1.9.3-GCCcore-12.2.0

SciPy-bundle

Bundle of Python packages for scientific software

TINKERCLIFFS
2020.03-foss-2020a-Python-3.8.2
2020.03-gomkl-2020a-Python-3.8.2
2020.11-foss-2020b
2019.10-intel-2019b-Python-3.7.4
2021.10-foss-2021b
2022.05-foss-2022a
2021.05-foss-2021a
2019.10-foss-2019b-Python-3.7.4

tecplot

TECPLOTDESCRIPTION

TINKERCLIFFS
17.1.0

libpciaccess

Generic PCI access library.

TINKERCLIFFS
0.16-GCCcore-11.2.0
0.16-GCCcore-10.2.0
0.14-GCCcore-8.2.0
0.16-GCCcore-11.3.0
0.14-GCCcore-8.3.0
0.16-GCCcore-9.3.0
0.16-GCCcore-8.3.0
0.17-GCCcore-12.2.0
0.16-intel-2019b
0.16-GCCcore-10.3.0

FDS

Fire Dynamics Simulator (FDS) is a large-eddy simulation (LES) code for low-speed flows,
with an emphasis on smoke and heat transport from fires.

TINKERCLIFFS
6.7.6-intel-2020b
6.8.0-intel-2022b
6.7.4-intel-2019b
6.7.1-intel-2019b
6.7.5-intel-2019b

amd-uprof

AMD μProf for performance analysis

TINKERCLIFFS
3.4.475

JasPer


The JasPer Project is an open-source initiative to provide a free
software-based reference implementation of the codec specified in
the JPEG-2000 Part-1 standard.

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2.0.24-GCCcore-10.2.0
2.0.28-GCCcore-10.3.0
2.0.14-GCCcore-8.3.0
2.0.14-GCCcore-9.3.0

jemalloc

jemalloc is a general purpose malloc(3) implementation that emphasizes fragmentation avoidance and
scalable concurrency support.

TINKERCLIFFS
5.2.1-GCCcore-11.3.0
5.2.1-GCCcore-11.2.0
5.3.0-GCCcore-11.3.0

Boost

Boost provides free peer-reviewed portable C++ source libraries.

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1.77.0-GCC-11.2.0
1.76.0-intel-compilers-2021.2.0
1.74.0-GCC-10.2.0
1.72.0-gompi-2020a
1.76.0-GCC-10.3.0
1.71.0-gompi-2019b
1.79.0-GCC-11.3.0
1.71.0-iimpi-2019b

MAFFT

MAFFT is a multiple sequence alignment program for unix-like operating systems.
It offers a range of multiple alignment methods, L-INS-i (accurate; for alignment
of <∼200 sequences), FFT-NS-2 (fast; for alignment of <∼30,000 sequences), etc.

TINKERCLIFFS
7.505-GCC-11.3.0-with-extensions

FIAT

The FInite element Automatic Tabulator (FIAT) supports
generation of arbitrary order instances of the Lagrange elements on
lines, triangles, and tetrahedra. It is also capable of generating
arbitrary order instances of Jacobi-type quadrature rules on the same
element shapes.

TINKERCLIFFS
2019.1.0-foss-2019b-Python-3.7.4

Boost.MPI

Boost provides free peer-reviewed portable C++ source libraries.

TINKERCLIFFS
1.79.0-gompi-2022a

gompi

GNU Compiler Collection (GCC) based compiler toolchain,
including OpenMPI for MPI support.

TINKERCLIFFS
2021b
2020b
2019b
2022b
2022a
2020a
2021a
2019a

ScaFaCoS

ScaFaCoS is a library of scalable fast coulomb solvers.

TINKERCLIFFS
1.0.1-foss-2021b
1.0.1-foss-2020a

DBus


D-Bus is a message bus system, a simple way for applications to talk
to one another. In addition to interprocess communication, D-Bus helps
coordinate process lifecycle; it makes it simple and reliable to code
a “single instance” application or daemon, and to launch applications
and daemons on demand when their services are needed.

TINKERCLIFFS
1.13.18-GCCcore-10.2.0
1.13.18-GCCcore-10.3.0
1.13.12-GCCcore-8.3.0
1.13.12-GCCcore-9.3.0

LibTIFF

tiff: Library and tools for reading and writing TIFF data files

TINKERCLIFFS
4.1.0-GCCcore-10.2.0
4.1.0-GCCcore-9.3.0
4.3.0-GCCcore-11.2.0
4.2.0-GCCcore-10.3.0
4.0.10-GCCcore-8.3.0
4.1.0-GCCcore-8.3.0

netCDF-Fortran

NetCDF (network Common Data Form) is a set of software libraries
and machine-independent data formats that support the creation, access, and sharing of array-oriented
scientific data.

TINKERCLIFFS
4.5.3-iompi-2021a
4.5.3-gompi-2020b
4.4.4-intel-2019b
4.5.2-iimpi-2019b
4.5.3-iimpi-2021a
4.5.2-gompi-2019b

molmod

MolMod is a Python library with many compoments that are useful to write molecular modeling programs.

TINKERCLIFFS
1.4.5-foss-2020a-Python-3.8.2

libpng

libpng is the official PNG reference library

TINKERCLIFFS
1.6.36-GCCcore-8.2.0
1.6.37-GCCcore-9.3.0
1.6.37-GCCcore-8.3.0
1.6.37-GCCcore-11.2.0
1.6.37-GCCcore-10.2.0
1.6.37-GCCcore-10.3.0
1.6.37-GCCcore-11.3.0

libgd

GD is an open source code library for the dynamic creation of images by programmers.

TINKERCLIFFS
2.3.1-GCCcore-10.3.0
2.2.5-GCCcore-8.3.0

TopHat

TopHat is a fast splice junction mapper for RNA-Seq reads.

TINKERCLIFFS
2.1.2-iimpi-2019b

nanomath

A few simple math function for other Oxford Nanopore processing scripts

TINKERCLIFFS
1.2.1-foss-2021a

Jellyfish

Jellyfish is a tool for fast, memory-efficient counting of k-mers in DNA.

TINKERCLIFFS
2.3.0-GCC-9.3.0

OpenPGM


OpenPGM is an open source implementation of the Pragmatic General Multicast
(PGM) specification in RFC 3208 available at www.ietf.org. PGM is a reliable
and scalable multicast protocol that enables receivers to detect loss, request
retransmission of lost data, or notify an application of unrecoverable loss.
PGM is a receiver-reliable protocol, which means the receiver is responsible
for ensuring all data is received, absolving the sender of reception
responsibility.

TINKERCLIFFS
5.2.122-GCCcore-11.3.0

cppy

A small C++ header library which makes it easier to write
Python extension modules. The primary feature is a PyObject smart pointer
which automatically handles reference counting and provides convenience
methods for performing common object operations.

TINKERCLIFFS
1.1.0-GCCcore-10.3.0
1.1.0-GCCcore-11.2.0

hypothesis

Hypothesis is an advanced testing library for Python. It lets you write tests which are parametrized
by a source of examples, and then generates simple and comprehensible examples that make your tests fail. This lets
you find more bugs in your code with less work.

TINKERCLIFFS
6.14.6-GCCcore-11.2.0
5.41.2-GCCcore-10.2.0
6.13.1-GCCcore-10.3.0
6.46.7-GCCcore-11.3.0
5.6.0-GCCcore-9.3.0-Python-3.8.2
5.41.5-GCCcore-10.2.0
4.44.2-GCCcore-8.3.0-Python-3.7.4

Flye

Flye is a de novo assembler for long and noisy reads, such as those produced by PacBio
and Oxford Nanopore Technologies.

TINKERCLIFFS
2.9-GCC-10.3.0
2.9.1-GCC-11.2.0
2.9-intel-compilers-2021.2.0

PLUMED

PLUMED is an open source library for free energy calculations in molecular systems which
works together with some of the most popular molecular dynamics engines. Free energy calculations can be
performed as a function of many order parameters with a particular focus on biological problems, using
state of the art methods such as metadynamics, umbrella sampling and Jarzynski-equation based steered MD.
The software, written in C++, can be easily interfaced with both fortran and C/C++ codes.

TINKERCLIFFS
2.6.0-foss-2020a-Python-3.8.2
2.5.1-foss-2020a
2.7.3-foss-2021b

libiconv

Libiconv converts from one character encoding to another through Unicode conversion

TINKERCLIFFS
1.17-GCCcore-11.3.0
1.16-GCCcore-10.2.0
1.16-GCCcore-11.2.0
1.16-GCCcore-10.3.0

Tcl


Tcl (Tool Command Language) is a very powerful but easy to learn dynamic
programming language, suitable for a very wide range of uses, including web
and desktop applications, networking, administration, testing and many more.

TINKERCLIFFS
8.6.12-GCCcore-12.2.0
8.6.12-GCCcore-11.3.0
8.6.11-GCCcore-11.2.0
8.6.11-GCCcore-10.3.0
8.6.10-GCCcore-9.3.0
8.6.10-intel-2019b
8.6.10-GCCcore-10.2.0
8.6.9-GCCcore-8.2.0
8.6.9-GCCcore-8.3.0

QIIME2

QIIME is an open-source bioinformatics pipeline for performing microbiome analysis
from raw DNA sequencing data.

TINKERCLIFFS
2020.6

binutils

binutils: GNU binary utilities

TINKERCLIFFS
2.35
2.34
2.37
2.38
2.30
2.32-GCCcore-8.3.0
2.32
2.37-GCCcore-11.2.0
2.39
2.38-GCCcore-11.3.0
2.31.1-GCCcore-8.2.0
2.34-GCCcore-9.3.0
2.35-GCCcore-10.2.0
2.36.1-GCCcore-10.3.0
2.36.1
2.39-GCCcore-12.2.0
2.31.1
2.34-intel-2019b

libGLU

The OpenGL Utility Library (GLU) is a computer graphics library for OpenGL.

TINKERCLIFFS
9.0.0-GCCcore-8.2.0
9.0.1-GCCcore-10.2.0
9.0.1-GCCcore-10.3.0
9.0.1-GCCcore-8.3.0
9.0.2-GCCcore-11.2.0
9.0.1-GCCcore-9.3.0

HISAT2

HISAT2 is a fast and sensitive alignment program for mapping next-generation sequencing reads
(both DNA and RNA) against the general human population (as well as against a single reference genome).

TINKERCLIFFS
2.2.1-foss-2020a

util-linux

Set of Linux utilities

TINKERCLIFFS
2.37-GCCcore-11.2.0
2.35-intel-2019b
2.35-GCCcore-9.3.0
2.38-GCCcore-11.3.0
2.36-GCCcore-10.3.0
2.36-GCCcore-10.2.0
2.34-GCCcore-8.3.0
2.33-GCCcore-8.2.0

lpsolve

Mixed Integer Linear Programming (MILP) solver

TINKERCLIFFS
5.5.2.11-GCC-10.2.0

OpenFOAM

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.

TINKERCLIFFS
9-foss-2021a
v2006-foss-2020a

protobuf-python

Python Protocol Buffers runtime library.

TINKERCLIFFS
3.10.0-foss-2020a-Python-3.8.2
3.14.0-GCCcore-10.2.0
3.10.0-gomkl-2020a-Python-3.8.2
3.10.0-intel-2019b-Python-3.7.4

Salmon

Salmon is a wicked-fast program to produce a highly-accurate,
transcript-level quantification estimates from RNA-seq data.

TINKERCLIFFS
1.9.0-GCC-11.3.0
1.4.0-GCC-11.2.0

BeautifulSoup

Beautiful Soup is a Python library designed for quick turnaround projects like screen-scraping.

TINKERCLIFFS
4.10.0-GCCcore-11.3.0

HTSlib

A C library for reading/writing high-throughput sequencing data.
This package includes the utilities bgzip and tabix

TINKERCLIFFS
1.11-GCC-10.2.0
1.10.2-GCC-9.3.0

Rust

Rust is a systems programming language that runs blazingly fast, prevents segfaults,
and guarantees thread safety.

TINKERCLIFFS
1.52.1-GCCcore-10.3.0
1.54.0-GCCcore-11.2.0
1.60.0-GCCcore-11.3.0

Wannier90

A tool for obtaining maximally-localised Wannier functions

TINKERCLIFFS
2.0.1.1-intel-2019b-abinit

Guile

Guile is a programming language, designed to help programmers create flexible applications that
can be extended by users or other programmers with plug-ins, modules, or scripts.

TINKERCLIFFS
1.8.8-GCCcore-9.3.0

ncurses


The Ncurses (new curses) library is a free software emulation of curses in
System V Release 4.0, and more. It uses Terminfo format, supports pads and
color and multiple highlights and forms characters and function-key mapping,
and has all the other SYSV-curses enhancements over BSD Curses.

TINKERCLIFFS
6.3-GCCcore-12.2.0
6.3-GCCcore-11.3.0
6.1-GCCcore-8.2.0
6.1-GCCcore-8.3.0
6.2-GCCcore-9.3.0
6.2-intel-2019b
6.3
6.2
6.1
6.0
6.2-GCCcore-11.2.0
6.2-GCCcore-10.2.0
6.2-GCCcore-10.3.0

MUMPS

A parallel sparse direct solver

TINKERCLIFFS
5.2.1-intel-2019b-metis
5.2.1-foss-2020a-metis
5.2.1-foss-2019b-metis
5.4.0-foss-2021a-metis

xxd

xxd is part of the VIM package and this will only install xxd, not vim!
xxd converts to/from hexdumps of binary files.

TINKERCLIFFS
8.2.4220-GCCcore-11.2.0

BEDTools

BEDTools: a powerful toolset for genome arithmetic.
The BEDTools utilities allow one to address common genomics tasks such as finding feature overlaps and
computing coverage.
The utilities are largely based on four widely-used file formats: BED, GFF/GTF, VCF, and SAM/BAM.

TINKERCLIFFS
2.29.2-GCC-9.3.0

ScaLAPACK

The ScaLAPACK (or Scalable LAPACK) library includes a subset of LAPACK routines
redesigned for distributed memory MIMD parallel computers.

TINKERCLIFFS
2.1.0-gompi-2020a
2.1.0-gompi-2020b
2.1.0-gompi-2021a-fb
2.1.0-gompi-2021b-fb
2.2.0-gompi-2022b-fb
2.0.2-gompi-2019b
2.2.0-gompi-2022a-fb

AccelerateCFD_CE

Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD

TINKERCLIFFS
20210615-foss-2020a

UFL

The Unified Form Language (UFL) is a domain specific language
for declaration of finite element discretizations of variational forms.
More precisely, it defines a flexible interface for choosing finite element
spaces and defining expressions for weak forms in a notation close to
mathematical notation.

TINKERCLIFFS
2019.1.0-foss-2019b-Python-3.7.4

libaio

Asynchronous input/output library that uses the kernels native interface.

TINKERCLIFFS
0.3.112-GCCcore-11.3.0

PLY

PLY is yet another implementation of lex and yacc for Python.

TINKERCLIFFS
3.11-GCCcore-8.3.0-Python-3.7.4

ANTLR

ANTLR, ANother Tool for Language Recognition, (formerly PCCTS

TINKERCLIFFS
2.7.7-GCCcore-11.2.0-Java-11
2.7.7-GCCcore-10.3.0-Java-11

statsmodels

Statsmodels is a Python module that allows users to explore data, estimate statistical models,
and perform statistical tests.

TINKERCLIFFS
0.12.2-foss-2021a

ABINIT

ABINIT is a package whose main program allows one to find the total energy,
charge density and electronic structure of systems made of electrons and nuclei (molecules
and periodic solids) within Density Functional Theory (DFT), using pseudopotentials and a
planewave or wavelet basis.

TINKERCLIFFS
8.10.3-intel-2019b

jupyter-server

The Jupyter Server provides the backend (i.e. the core services, APIs, and REST
endpoints) for Jupyter web applications like Jupyter notebook, JupyterLab, and
Voila.

TINKERCLIFFS
1.21.0-GCCcore-11.3.0

imkl-FFTW

FFTW interfaces using Intel oneAPI Math Kernel Library

TINKERCLIFFS
2022.2.1-iimpi-2022b

mpi4py

MPI for Python (mpi4py) provides bindings of the Message Passing Interface (MPI) standard for
the Python programming language, allowing any Python program to exploit multiple processors.

TINKERCLIFFS
3.1.1-gompi-2020b-timed-pingpong
3.0.2-iimpi-2019b-timed-pingpong
3.0.2-gompi-2020a-timed-pingpong

flex


Flex (Fast Lexical Analyzer) is a tool for generating scanners. A scanner,
sometimes called a tokenizer, is a program which recognizes lexical patterns
in text.

TINKERCLIFFS
2.6.4-GCCcore-11.2.0
2.6.4-GCCcore-10.2.0
2.6.4-GCCcore-12.2.0
2.6.4-GCCcore-11.3.0
2.6.4-GCCcore-10.3.0
2.6.4
2.6.4-GCCcore-8.3.0
2.6.4-GCCcore-8.2.0
2.6.4-GCCcore-9.3.0

libxml2


Libxml2 is the XML C parser and toolchain developed for the Gnome project
(but usable outside of the Gnome platform).

TINKERCLIFFS
2.9.13-GCCcore-11.3.0
2.9.10-GCCcore-9.3.0
2.9.8-GCCcore-8.2.0
2.9.10-GCCcore-10.2.0
2.9.10-GCCcore-11.2.0
2.10.3-GCCcore-12.2.0
2.9.9-GCCcore-8.3.0
2.9.10-GCCcore-8.3.0
2.9.10-intel-2019b
2.9.10-GCCcore-10.3.0

expat

Expat is an XML parser library written in C. It is a stream-oriented parser
in which an application registers handlers for things the parser might find
in the XML document (like start tags).

TINKERCLIFFS
2.2.7-GCCcore-8.3.0
2.2.9-intel-2019b
2.4.1-intel-2021a
2.4.9-GCCcore-12.2.0
2.2.6-GCCcore-8.2.0
2.2.9-GCCcore-9.3.0
2.4.1-GCCcore-11.2.0
2.4.8-GCCcore-11.3.0
2.2.9-GCCcore-10.3.0
2.2.9-GCCcore-10.2.0

canu

Canu is a fork of the Celera Assembler designed for high-noise single-molecule sequencing

TINKERCLIFFS
1.9-GCCcore-8.3.0-Java-11

gsutil

gsutil is a Python application that lets you access Cloud Storage from the command line.

TINKERCLIFFS
5.10-GCCcore-11.2.0

ANSYS

ANSYS simulation software enables organizations to confidently predict
how their products will operate in the real world. We believe that every product is
a promise of something greater.

TINKERCLIFFS
19.5
20.2
21.1
21.2
22.1
20.1

texinfo

Texinfo is the official documentation format of the GNU project.

TINKERCLIFFS
6.7-GCCcore-8.3.0

RapidJSON

A fast JSON parser/generator for C++ with both SAX/DOM style API

TINKERCLIFFS
1.1.0-GCCcore-10.3.0
1.1.0-GCCcore-11.2.0

cytosim

Cytosim is a cytoskeleton simulation engine written in
C++ working on Mac OS, GNU/Linux and Windows (with Cygwin).

TINKERCLIFFS
20190117-gomkl-2019a-mkl

JupyterLab

JupyterLab is the next-generation user interface for Project Jupyter offering all the familiar
building blocks of the classic Jupyter Notebook (notebook, terminal, text editor, file browser, rich outputs,
etc.) in a flexible and powerful user interface. JupyterLab will eventually replace the classic Jupyter
Notebook.

TINKERCLIFFS
3.5.0-GCCcore-11.3.0

metis-5.1.0

METIS_DESCRIPTION

TINKERCLIFFS
gcc-8.3.0
gcc-9.3.0
intel-2019b

NSPR

Netscape Portable Runtime (NSPR) provides a platform-neutral API for system level
and libc-like functions.

TINKERCLIFFS
4.21-GCCcore-8.3.0
4.25-GCCcore-9.3.0
4.30-GCCcore-10.3.0

Python

Python is a programming language that lets you work more quickly and integrate your systems
more effectively.

TINKERCLIFFS
3.9.6-GCCcore-11.2.0-bare
3.9.5-GCCcore-10.3.0
2.7.18-GCCcore-10.3.0-bare
3.7.4-GCCcore-8.3.0
3.9.5-GCCcore-10.3.0-bare
3.8.2-GCCcore-9.3.0
3.9.6-GCCcore-11.2.0
3.10.4-GCCcore-11.3.0
2.7.18-GCCcore-9.3.0
3.7.2-GCCcore-8.2.0
2.7.18-GCCcore-10.2.0
2.7.16-GCCcore-8.3.0
3.8.6-GCCcore-10.2.0
2.7.15-GCCcore-8.2.0
3.10.8-GCCcore-12.2.0-bare
3.10.4-GCCcore-11.3.0-bare

make

GNU version of make utility

TINKERCLIFFS
4.2.1-GCCcore-8.3.0

glm-0.9.8.5

SOFTWAREDESCRIPTION

TINKERCLIFFS
intel-2019b

NSS

Network Security Services (NSS) is a set of libraries designed to support cross-platform development
of security-enabled client and server applications.

TINKERCLIFFS
3.65-GCCcore-10.3.0
3.51-GCCcore-9.3.0
3.45-GCCcore-8.3.0

BUSCO

BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs

TINKERCLIFFS
5.0.0-foss-2020b

SAMtools

SAM Tools provide various utilities for manipulating alignments in the SAM format,
including sorting, merging, indexing and generating alignments in a per-position format.

TINKERCLIFFS
1.11-GCC-10.2.0

yaff

Yaff stands for ‘Yet another force field’. It is a pythonic force-field code.

TINKERCLIFFS
1.6.0-foss-2020a-Python-3.8.2

bzip2


bzip2 is a freely available, patent free, high-quality data compressor. It
typically compresses files to within 10% to 15% of the best available
techniques (the PPM family of statistical compressors), whilst being around
twice as fast at compression and six times faster at decompression.

TINKERCLIFFS
1.0.8-GCCcore-10.3.0
1.0.8-GCCcore-8.3.0
1.0.8-GCCcore-11.3.0
1.0.8-GCCcore-12.2.0
1.0.8-GCCcore-10.2.0
1.0.8-GCCcore-11.2.0
1.0.8-GCCcore-9.3.0
1.0.6-GCCcore-8.2.0

trilinos-12.18.1

TRILINOSDESCRIPTION

TINKERCLIFFS
gcc-8.3.0
gcc-9.3.0
intel-2019b

HPL

HPL is a software package that solves a (random) dense linear system in double precision (64 bits

TINKERCLIFFS
2.3-foss-2020a
2.3-intel-2019b

SoX

SoX is the Swiss Army Knife of sound processing utilities. It can convert audio files
to other popular audio file types and also apply sound effects and filters during the conversion.

TINKERCLIFFS
14.4.2-GCC-10.2.0

Autoconf


Autoconf is an extensible package of M4 macros that produce shell scripts
to automatically configure software source code packages. These scripts can
adapt the packages to many kinds of UNIX-like systems without manual user
intervention. Autoconf creates a configuration script for a package from a
template file that lists the operating system features that the package can
use, in the form of M4 macro calls.

TINKERCLIFFS
2.69-GCCcore-8.2.0
2.69-GCCcore-8.3.0
2.71-GCCcore-10.3.0
2.69-GCCcore-10.2.0
2.71-GCCcore-11.3.0
2.71-GCCcore-12.2.0
2.71-GCCcore-11.2.0
2.69-GCCcore-9.3.0

iomkl

Intel Cluster Toolchain Compiler Edition provides Intel C/C++ and Fortran compilers, Intel MKL &
OpenMPI.

TINKERCLIFFS
2019b

OpenMM

OpenMM is a toolkit for molecular simulation.

TINKERCLIFFS
7.4.1-intel-2019b-Python-3.7.4

LAME

LAME is a high quality MPEG Audio Layer III (MP3) encoder licensed under the LGPL.

TINKERCLIFFS
3.100-GCCcore-10.3.0
3.100-GCCcore-8.3.0
3.100-GCCcore-11.2.0
3.100-GCCcore-10.2.0
3.100-GCCcore-9.3.0

Julia

Julia is a high-level, high-performance dynamic programming language for numerical computing

TINKERCLIFFS
1.5.1-linux-x86_64
1.8.5-linux-x86_64
1.4.2-linux-x86_64
1.7.2-linux-x86_64

at-spi2-atk

AT-SPI 2 toolkit bridge

TINKERCLIFFS
2.38.0-GCCcore-10.3.0
2.34.2-GCCcore-9.3.0
2.38.0-GCCcore-10.2.0

gzip

gzip (GNU zip) is a popular data compression program as a replacement for compress

TINKERCLIFFS
1.10-GCCcore-10.3.0
1.10-GCCcore-9.3.0
1.12-GCCcore-11.3.0
1.10-GCCcore-10.2.0
1.10-GCCcore-11.2.0

Meson

Meson is a cross-platform build system designed to be both as fast and as user friendly as possible.

TINKERCLIFFS
0.51.2-GCCcore-8.3.0-Python-3.7.4
0.53.2-GCCcore-9.3.0-Python-3.8.2
0.53.2-intel-2019b-Python-3.7.4
0.58.2-GCCcore-11.2.0
0.55.1-GCCcore-9.3.0-Python-3.8.2
0.55.3-GCCcore-10.2.0
0.58.0-GCCcore-10.3.0
0.50.0-GCCcore-8.2.0-Python-3.7.2
0.62.1-GCCcore-11.3.0

ffnvcodec

FFmpeg nvidia headers. Adds support for nvenc and nvdec. Requires Nvidia GPU and drivers to be present
(picked up dynamically).

TINKERCLIFFS
11.1.5.2

Schrodinger

Schrodinger aims to provide integrated software solutions and services
that truly meet its customers needs. We want to empower researchers around the world to
achieve their goals of improving human health and quality of life through advanced computational
techniques that transform the way chemists design compounds and materials.

TINKERCLIFFS
2020-4

CGAL

The goal of the CGAL Open Source Project is to provide easy access to efficient
and reliable geometric algorithms in the form of a C++ library.

TINKERCLIFFS
4.14.3-gompi-2021a
4.14.3-gompi-2020a-Python-3.8.2
4.14.1-foss-2019b-Python-3.7.4

cifs-utils

CIFSUTILSDESCRIPTION

TINKERCLIFFS
7.0

ELPA

Eigenvalue SoLvers for Petaflop-Applications .

TINKERCLIFFS
2019.11.001-intel-2019b

BLIS

BLIS is a portable software framework for instantiating high-performance
BLAS-like dense linear algebra libraries.

TINKERCLIFFS
0.8.1-GCC-11.2.0
0.9.0-GCC-11.3.0
0.9.0-GCC-12.2.0

beagle-lib

beagle-lib is a high-performance library that can perform the core calculations at the heart of most
Bayesian and Maximum Likelihood phylogenetics packages.

TINKERCLIFFS
3.1.2-GCC-10.2.0

MPICH

MPICH is a high-performance and widely portable implementation
of the Message Passing Interface (MPI) standard (MPI-1, MPI-2 and MPI-3).

TINKERCLIFFS
3.3.2-GCC-8.3.0

ls-prepost

LS-PrePost

TINKERCLIFFS
4.8

libglvnd

libglvnd is a vendor-neutral dispatch layer for arbitrating OpenGL API calls between multiple vendors.

TINKERCLIFFS
1.3.3-GCCcore-11.2.0
1.3.3-GCCcore-10.3.0
1.3.2-GCCcore-10.2.0
1.2.0-GCCcore-9.3.0
1.2.0-GCCcore-8.3.0

GSL

The GNU Scientific Library (GSL) is a numerical library for C and C++ programmers.
The library provides a wide range of mathematical routines such as random number generators, special functions
and least-squares fitting.

TINKERCLIFFS
2.6-iccifort-2019.5.281
2.6-GCC-10.2.0
2.7-intel-compilers-2021.4.0
2.6-GCC-9.3.0
2.7-GCC-10.3.0
2.7-intel-compilers-2021.2.0
2.7-GCC-11.2.0

SuiteSparse

SuiteSparse is a collection of libraries manipulate sparse matrices.

TINKERCLIFFS
5.6.0-foss-2019b-METIS-5.1.0
5.8.1-foss-2020b-METIS-5.1.0
5.6.0-intel-2019b-METIS-5.1.0

ABAQUS

Finite Element Analysis software for modeling, visualization and best-in-class implicit and explicit
dynamics FEA.

TINKERCLIFFS
2018
2022

JsonCpp

JsonCpp is a C++ library that allows manipulating JSON values,
including serialization and deserialization to and from strings. It can also preserve existing comment in
unserialization/serialization steps, making it a convenient format to store user input files.

TINKERCLIFFS
1.9.4-GCCcore-10.2.0

Boost.Python

Boost.Python is a C++ library which enables seamless interoperability between C++
and the Python programming language.

TINKERCLIFFS
1.71.0-gompi-2019b

SCons

SCons is a software construction tool.

TINKERCLIFFS
4.0.1-GCCcore-10.2.0

libcerf


libcerf is a self-contained numeric library that provides an efficient and
accurate implementation of complex error functions, along with Dawson,
Faddeeva, and Voigt functions.

TINKERCLIFFS
1.17-GCCcore-10.3.0
1.13-GCCcore-8.3.0

snappy

Snappy is a compression/decompression library. It does not aim
for maximum compression, or compatibility with any other compression library;
instead, it aims for very high speeds and reasonable compression.

TINKERCLIFFS
1.1.7-GCCcore-8.3.0
1.1.9-GCCcore-11.2.0
1.1.8-GCCcore-9.3.0
1.1.9-GCCcore-11.3.0
1.1.8-GCCcore-10.3.0
1.1.8-GCCcore-10.2.0

Ninja

Ninja is a small build system with a focus on speed.

TINKERCLIFFS
1.9.0-GCCcore-8.2.0
1.10.2-GCCcore-10.3.0
1.9.0-GCCcore-8.3.0
1.10.1-GCCcore-10.2.0
1.10.0-GCCcore-9.3.0
1.10.2-GCCcore-11.2.0
1.10.0-intel-2019b
1.10.2-GCCcore-11.3.0

iccifort

Intel C, C++ & Fortran compilers

TINKERCLIFFS
2019.5.281
2020.4.304

UnZip

UnZip is an extraction utility for archives compressed
in .zip format (also called “zipfiles”). Although highly compatible both
with PKWARE’s PKZIP and PKUNZIP utilities for MS-DOS and with Info-ZIP’s
own Zip program, our primary objectives have been portability and
non-MSDOS functionality.

TINKERCLIFFS
6.0-GCCcore-12.2.0
6.0-GCCcore-11.2.0
6.0-GCCcore-10.2.0
6.0-GCCcore-10.3.0
6.0-GCCcore-11.3.0

BBMap

BBMap short read aligner, and other bioinformatic tools.

TINKERCLIFFS
38.98-GCC-11.2.0
38.96-GCC-10.3.0

libdrm

Direct Rendering Manager runtime library.

TINKERCLIFFS
2.4.97-GCCcore-8.2.0
2.4.106-GCCcore-10.3.0
2.4.107-GCCcore-11.2.0
2.4.100-GCCcore-9.3.0
2.4.102-GCCcore-10.2.0
2.4.99-GCCcore-8.3.0

intel-compilers

Intel C, C++ & Fortran compilers (classic and oneAPI)

TINKERCLIFFS
2022.2.1
2021.2.0
2021.4.0

dealii-9.3.1

DEALIIDESCRIPTION

TINKERCLIFFS
gcc-9.3.0

iompi

Intel C/C++ and Fortran compilers, alongside Open MPI.

TINKERCLIFFS
2021a
2019b

FEniCS

FEniCS is a computing platform for solving partial differential equations (PDEs).

TINKERCLIFFS
2019.1.0-foss-2019b-Python-3.7.4

intel

Compiler toolchain including Intel compilers, Intel MPI and Intel Math Kernel Library (MKL).

TINKERCLIFFS
2022b
2021a
2020b
2019b

numactl


The numactl program allows you to run your application program on specific
cpu’s and memory nodes. It does this by supplying a NUMA memory policy to
the operating system before running your program. The libnuma library provides
convenient ways for you to add NUMA memory policies into your own program.

TINKERCLIFFS
2.0.14-GCCcore-11.3.0
2.0.13-GCCcore-10.2.0
2.0.16-GCCcore-12.2.0
2.0.13-GCCcore-8.3.0
2.0.12-GCCcore-8.3.0
2.0.14-GCCcore-11.2.0
2.0.13-GCCcore-9.3.0
2.0.12-GCCcore-8.2.0
2.0.14-GCCcore-10.3.0

netCDF-C++4

NetCDF (network Common Data Form) is a set of software libraries
and machine-independent data formats that support the creation, access, and sharing of array-oriented
scientific data.

TINKERCLIFFS
4.3.1-iimpi-2021a

scikit-learn

Scikit-learn integrates machine learning algorithms in the tightly-knit scientific Python world,
building upon numpy, scipy, and matplotlib. As a machine-learning module,
it provides versatile tools for data mining and analysis in any field of science and engineering.
It strives to be simple and efficient, accessible to everybody, and reusable in various contexts.

TINKERCLIFFS
0.24.2-foss-2021a

RepeatMasker

RepeatMasker is a program that screens DNA sequences for interspersed repeats
and low complexity DNA sequences.

TINKERCLIFFS
4.1.4-foss-2022a

help2man


help2man produces simple manual pages from the ‘–help’ and ‘–version’
output of other commands.

TINKERCLIFFS
1.49.2-GCCcore-12.2.0
1.47.8-GCCcore-8.3.0
1.49.2-GCCcore-11.3.0
1.47.12-GCCcore-9.3.0
1.47.7-GCCcore-8.2.0
1.47.4
1.48.3-GCCcore-10.3.0
1.47.16-GCCcore-10.2.0
1.48.3-GCCcore-11.2.0

Inspector

Intel Inspector is a dynamic memory and threading error
checking tool for users developing serial and parallel applications

TINKERCLIFFS
2021.4.0

pkg-config


pkg-config is a helper tool used when compiling applications and libraries.
It helps you insert the correct compiler options on the command line so an
application can use gcc -o test test.c pkg-config --libs --cflags glib-2.0
for instance, rather than hard-coding values on where to find glib (or other
libraries).

TINKERCLIFFS
0.29.2-GCCcore-8.2.0
0.29.2-GCCcore-9.3.0
0.29.2-GCCcore-8.3.0
0.29.2-GCCcore-11.2.0
0.29.2-GCCcore-10.2.0
0.29.2-GCCcore-10.3.0

gflags


The gflags package contains a C++ library that implements commandline flags
processing. It includes built-in support for standard types such as string
and the ability to define flags in the source file in which they are used.

TINKERCLIFFS
2.2.2-GCCcore-9.3.0

Java

Java Platform, Standard Edition (Java SE) lets you develop and deploy
Java applications on desktops and servers.

TINKERCLIFFS
1.8.0_292-OpenJDK
11.0.2

gperftools


gperftools is a collection of a high-performance multi-threaded malloc(

TINKERCLIFFS
2.8-GCCcore-10.2.0

Voro++

Voro++ is a software library for carrying out three-dimensional computations of the Voronoi
tessellation. A distinguishing feature of the Voro++ library is that it carries out cell-based calculations,
computing the Voronoi cell for each particle individually. It is particularly well-suited for applications that
rely on cell-based statistics, where features of Voronoi cells (eg. volume, centroid, number of faces) can be used
to analyze a system of particles.

TINKERCLIFFS
0.4.6-GCCcore-11.2.0
0.4.6-GCCcore-9.3.0

GDAL

GDAL is a translator library for raster geospatial data formats that is released under an X/MIT style
Open Source license by the Open Source Geospatial Foundation. As a library, it presents a single abstract data model
to the calling application for all supported formats. It also comes with a variety of useful commandline utilities for
data translation and processing.

TINKERCLIFFS
3.3.0-foss-2021a
3.0.2-intel-2019b-Python-3.7.4
3.0.4-foss-2020a-Python-3.8.2

intltool

intltool is a set of tools to centralize translation of
many different file formats using GNU gettext-compatible PO files.

TINKERCLIFFS
0.51.0-GCCcore-10.3.0
0.51.0-GCCcore-10.2.0
0.51.0-GCCcore-11.2.0
0.51.0-GCCcore-8.3.0
0.51.0-GCCcore-9.3.0
0.51.0-GCCcore-8.2.0

glibc

The GNU C Library project provides the core libraries for the GNU system and GNU/Linux systems,
as well as many other systems that use Linux as the kernel.

TINKERCLIFFS
2.30-GCCcore-8.3.0

slepc4py

Python bindings for SLEPc, the Scalable Library for Eigenvalue Problem Computations.

TINKERCLIFFS
3.12.0-foss-2019b-Python-3.7.4

Ruby

Ruby is a dynamic, open source programming language with
a focus on simplicity and productivity. It has an elegant syntax that is
natural to read and easy to write.

TINKERCLIFFS
2.7.2-GCCcore-9.3.0

Doxygen


Doxygen is a documentation system for C++, C, Java, Objective-C, Python,
IDL (Corba and Microsoft flavors), Fortran, VHDL, PHP, C#, and to some
extent D.

TINKERCLIFFS
1.8.16-GCCcore-8.3.0
1.9.1-GCCcore-10.3.0
1.8.17-GCCcore-9.3.0
1.9.1-GCCcore-11.2.0
1.8.20-GCCcore-10.2.0

TRF

Tandem Repeats Finder: a program to analyze DNA sequences.

TINKERCLIFFS
4.09.1-GCCcore-11.3.0

cURL


libcurl is a free and easy-to-use client-side URL transfer library,
supporting DICT, FILE, FTP, FTPS, Gopher, HTTP, HTTPS, IMAP, IMAPS, LDAP,
LDAPS, POP3, POP3S, RTMP, RTSP, SCP, SFTP, SMTP, SMTPS, Telnet and TFTP.
libcurl supports SSL certificates, HTTP POST, HTTP PUT, FTP uploading, HTTP
form based upload, proxies, cookies, user+password authentication (Basic,
Digest, NTLM, Negotiate, Kerberos), file transfer resume, http proxy tunneling
and more.

TINKERCLIFFS
7.86.0-GCCcore-12.2.0
7.78.0-GCCcore-11.2.0
7.76.0-GCCcore-10.3.0
7.66.0-GCCcore-8.3.0
7.69.1-GCCcore-9.3.0
7.83.0-GCCcore-11.3.0
7.72.0-GCCcore-10.2.0
7.63.0-GCCcore-8.2.0

MPC

Gnu Mpc is a C library for the arithmetic of
complex numbers with arbitrarily high precision and correct
rounding of the result. It extends the principles of the IEEE-754
standard for fixed precision real floating point numbers to
complex numbers, providing well-defined semantics for every
operation. At the same time, speed of operation at high precision
is a major design goal.

TINKERCLIFFS
1.1.0-GCC-8.3.0
1.2.1-GCCcore-10.3.0

LAMMPS

LAMMPS is a classical molecular dynamics code, and an acronym
for Large-scale Atomic/Molecular Massively Parallel Simulator. LAMMPS has
potentials for solid-state materials (metals, semiconductors) and soft matter
(biomolecules, polymers) and coarse-grained or mesoscopic systems. It can be
used to model atoms or, more generically, as a parallel particle simulator at
the atomic, meso, or continuum scale. LAMMPS runs on single processors or in
parallel using message-passing techniques and a spatial-decomposition of the
simulation domain. The code is designed to be easy to modify or extend with new
functionality.

TINKERCLIFFS
23Jun2022-foss-2021b-kokkos
3Mar2020-foss-2020a-Python-3.8.2-kokkos

libjpeg-turbo


libjpeg-turbo is a fork of the original IJG libjpeg which uses SIMD to
accelerate baseline JPEG compression and decompression. libjpeg is a library
that implements JPEG image encoding, decoding and transcoding.

TINKERCLIFFS
2.0.4-intel-2019b
2.1.3-GCCcore-11.3.0
2.0.6-GCCcore-10.3.0
2.0.6-GCCcore-11.2.0
2.0.5-GCCcore-10.2.0
2.0.3-GCCcore-8.3.0
2.0.4-GCCcore-9.3.0

libtool


GNU libtool is a generic library support script. Libtool hides the complexity
of using shared libraries behind a consistent, portable interface.

TINKERCLIFFS
2.4.6-GCCcore-8.3.0
2.4.6-GCCcore-8.2.0
2.4.6-GCCcore-9.3.0
2.4.6-GCCcore-11.2.0
2.4.6-GCCcore-10.2.0
2.4.7-GCCcore-12.2.0
2.4.7-GCCcore-11.3.0
2.4.6-GCCcore-10.3.0

SLEPc

SLEPc (Scalable Library for Eigenvalue Problem Computations) is a software library for the solution
of large scale sparse eigenvalue problems on parallel computers. It is an extension of PETSc and can be used for
either standard or generalized eigenproblems, with real or complex arithmetic. It can also be used for computing a
partial SVD of a large, sparse, rectangular matrix, and to solve quadratic eigenvalue problems.

TINKERCLIFFS
3.12.2-intel-2019b
3.12.2-foss-2019b-Python-3.7.4

Mako

A super-fast templating language that borrows the best ideas from the existing templating languages

TINKERCLIFFS
1.0.8-GCCcore-8.2.0
1.1.0-GCCcore-8.3.0
1.1.3-GCCcore-10.2.0
1.1.4-GCCcore-11.2.0
1.1.4-GCCcore-10.3.0
1.1.2-GCCcore-9.3.0

minimap2

Minimap2 is a fast sequence mapping and alignment
program that can find overlaps between long noisy reads, or map long
reads or their assemblies to a reference genome optionally with detailed
alignment (i.e. CIGAR). At present, it works efficiently with query
sequences from a few kilobases to ~100 megabases in length at an error
rate ~15%. Minimap2 outputs in the PAF or the SAM format. On limited
test data sets, minimap2 is over 20 times faster than most other
long-read aligners. It will replace BWA-MEM for long reads and contig
alignment.

TINKERCLIFFS
2.17-GCCcore-9.3.0

gmsh

Gmsh is a 3D finite element grid generator with a build-in CAD engine and post-processor.

TINKERCLIFFS
4.5.6-intel-2019b-Python-2.7.16

git

Git is a free and open source distributed version control system designed
to handle everything from small to very large projects with speed and efficiency.

TINKERCLIFFS
2.33.1-GCCcore-11.2.0-nodocs
2.36.0-GCCcore-11.3.0-nodocs
2.28.0-GCCcore-10.2.0-nodocs

gcloud

Libraries and tools for interacting with Google Cloud products and services.

TINKERCLIFFS
382.0.0

xorg-macros

X.org macros utilities.

TINKERCLIFFS
1.19.3-GCCcore-10.3.0
1.19.3-GCCcore-12.2.0
1.19.3-GCCcore-11.2.0
1.19.2-GCCcore-10.2.0
1.19.2-GCCcore-8.2.0
1.19.2-GCCcore-9.3.0
1.19.3-GCCcore-11.3.0
1.19.2-GCCcore-8.3.0

kim-api

Open Knowledgebase of Interatomic Models.

KIM is an API and OpenKIM is a collection of interatomic models (potentials) for
atomistic simulations. This is a library that can be used by simulation programs
to get access to the models in the OpenKIM database.

This EasyBuild only installs the API, the models can be installed with the
package openkim-models, or the user can install them manually by running
kim-api-collections-management install user MODELNAME
or
kim-api-collections-management install user OpenKIM
to install them all.

TINKERCLIFFS
2.1.3-foss-2020a
2.3.0-GCCcore-11.2.0

lstc-licensetools

LSTC LICENSE TOOLS for checking license status and managing user-checked out licenses.

TINKERCLIFFS
77918

groff

Groff (GNU troff) is a typesetting system that reads plain text mixed with formatting commands
and produces formatted output.

TINKERCLIFFS
1.22.4-GCCcore-10.3.0
1.22.4-GCCcore-11.3.0
1.22.4-GCCcore-11.2.0
1.22.4-GCCcore-12.2.0

HMMER2

HMMER is used for searching sequence databases for sequence homologs,
and for making sequence alignments.

TINKERCLIFFS
2.3.2-GCC-8.3.0

GROMACS


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
for both single and double precision.
It also contains the gmxapi extension for the single precision MPI build.

TINKERCLIFFS
2020.1-foss-2020a-Python-3.8.2
2020.3-foss-2020a-Python-3.8.2

NanoPlot

Plotting suite for long read sequencing data and alignments

TINKERCLIFFS
1.33.0-foss-2021a

LTR_retriever

LTR_retriever is a highly accurate and sensitive program for
identification of LTR retrotransposons; The LTR Assembly Index (LAI) is also
included in this package.

TINKERCLIFFS
2.9.0-foss-2022a

GMP


GMP is a free library for arbitrary precision arithmetic, operating on signed
integers, rational numbers, and floating point numbers.

TINKERCLIFFS
6.2.0-GCCcore-10.2.0
6.2.0-GCCcore-9.3.0
6.2.1-GCCcore-11.2.0
6.2.1-GCCcore-10.3.0
6.1.2-GCCcore-8.2.0
6.2.0-intel-2019b
6.1.2-GCCcore-8.3.0
6.2.1-GCCcore-11.3.0

Pango

Pango is a library for laying out and rendering of text, with an emphasis on internationalization.
Pango can be used anywhere that text layout is needed, though most of the work on Pango so far has been done in the
context of the GTK+ widget toolkit. Pango forms the core of text and font handling for GTK+-2.x.

TINKERCLIFFS
1.44.7-GCCcore-9.3.0
1.44.7-GCCcore-8.3.0
1.47.0-GCCcore-10.2.0
1.48.5-GCCcore-10.3.0

GMT

GMT is an open source collection of about 80 command-line tools for manipulating
geographic and Cartesian data sets (including filtering, trend fitting, gridding, projecting,
etc.) and producing PostScript illustrations ranging from simple x-y plots via contour maps
to artificially illuminated surfaces and 3D perspective views; the GMT supplements add another
40 more specialized and discipline-specific tools.

TINKERCLIFFS
5.4.5-foss-2020a

Lua

Lua is a powerful, fast, lightweight, embeddable scripting language.
Lua combines simple procedural syntax with powerful data description constructs based
on associative arrays and extensible semantics. Lua is dynamically typed,
runs by interpreting bytecode for a register-based virtual machine,
and has automatic memory management with incremental garbage collection,
making it ideal for configuration, scripting, and rapid prototyping.

TINKERCLIFFS
5.1.5-GCCcore-8.3.0
5.4.3-GCCcore-10.3.0

GDB

The GNU Project Debugger

TINKERCLIFFS
10.2-GCCcore-10.3.0

SU2

SU2 is an open-source collection of software tools written in C++ and Python for the analysis of partial differential equations (PDEs) and PDE-constrained optimization problems on unstructured meshes with state-of-the-art numerical methods.

TINKERCLIFFS
8.0.0-foss-2022a-mpi

DendroPy

A Python library for phylogenetics and phylogenetic computing:
reading, writing, simulation, processing and manipulation of phylogenetic trees
(phylogenies) and characters.

TINKERCLIFFS
4.5.2-GCCcore-10.2.0

impi

Intel MPI Library, compatible with MPICH ABI

TINKERCLIFFS
2021.2.0-intel-compilers-2021.2.0
2021.4.0-intel-compilers-2021.4.0
2021.7.1-intel-compilers-2022.2.1
2019.9.304-iccifort-2020.4.304
2018.5.288-iccifort-2019.5.281

GLib

GLib is one of the base libraries of the GTK+ project

TINKERCLIFFS
2.66.1-GCCcore-10.2.0
2.68.2-GCCcore-10.3.0
2.62.0-GCCcore-8.3.0
2.64.1-GCCcore-9.3.0

nanopolish

Software package for signal-level analysis of Oxford Nanopore sequencing data.

TINKERCLIFFS
0.13.2-foss-2020a-Python-3.8.2

Seaborn

Seaborn is a Python visualization library based on matplotlib.
It provides a high-level interface for drawing attractive statistical graphics.

TINKERCLIFFS
0.11.2-foss-2021a

ESMF

The Earth System Modeling Framework (ESMF) is a suite of software tools for developing
high-performance, multi-component Earth science modeling applications.

TINKERCLIFFS
8.2.0-intel-2021a

Mathematica

Mathematica is a computational software program used in many scientific, engineering, mathematical
and computing fields.

TINKERCLIFFS
13.2.0
12.0.0

ea-utils

Command-line tools for processing biological sequencing data.
Barcode demultiplexing, adapter trimming, etc.

Primarily written to support an Illumina based pipeline -
but should work with any FASTQs.

TINKERCLIFFS
1.04.807-intel-2019b

Patran

PATRANDESCRIPTION

TINKERCLIFFS
2021

Tk

Tk is an open source, cross-platform widget toolchain that provides a library of basic elements for
building a graphical user interface (GUI) in many different programming languages.

TINKERCLIFFS
8.6.11-GCCcore-10.3.0
8.6.11-GCCcore-11.2.0
8.6.10-GCCcore-9.3.0
8.6.10-intel-2019b
8.6.10-GCCcore-10.2.0
8.6.9-GCCcore-8.3.0

file

The file command is ‘a file type guesser’, that is, a command-line tool
that tells you in words what kind of data a file contains.

TINKERCLIFFS
5.38-GCCcore-9.3.0

jbigkit

JBIG-KIT is a software implementation of the JBIG1 data
compression standard (ITU-T T.82), which was designed for bi-level image
data, such as scanned documents.

TINKERCLIFFS
2.1-GCCcore-11.2.0

SQLite

SQLite: SQL Database Engine in a C Library

TINKERCLIFFS
3.36-GCCcore-11.2.0
3.38.3-GCCcore-11.3.0
3.29.0-GCCcore-8.3.0
3.39.4-GCCcore-12.2.0
3.27.2-GCCcore-8.2.0
3.33.0-GCCcore-10.2.0
3.35.4-GCCcore-10.3.0
3.31.1-intel-2019b
3.31.1-GCCcore-9.3.0

gnuplot

Portable interactive, function plotting utility

TINKERCLIFFS
5.2.8-GCCcore-8.3.0
5.4.2-GCCcore-10.3.0

gettext

GNU ‘gettext’ is an important step for the GNU Translation Project, as it is an asset on which we may
build many other steps. This package offers to programmers, translators, and even users, a well integrated set of tools
and documentation

TINKERCLIFFS
0.21
0.21-GCCcore-10.3.0
0.21-GCCcore-11.2.0
0.19.8.1
0.21-GCCcore-11.3.0
0.20.1-GCCcore-9.3.0
0.20.1-GCCcore-8.3.0
0.21.1
0.20.1
0.21-GCCcore-10.2.0
0.19.8.1-GCCcore-8.2.0

Xvfb

Xvfb is an X server that can run on machines with no display hardware and no physical input devices.
It emulates a dumb framebuffer using virtual memory.

TINKERCLIFFS
1.20.9-GCCcore-10.2.0
1.20.11-GCCcore-10.3.0

pybind11

pybind11 is a lightweight header-only library that exposes C++ types in Python and vice versa,
mainly to create Python bindings of existing C++ code.

TINKERCLIFFS
2.7.1-GCCcore-11.2.0
2.9.2-GCCcore-11.3.0
2.6.2-GCCcore-10.3.0
2.4.3-GCCcore-9.3.0-Python-3.8.2
2.6.0-GCCcore-10.2.0
2.4.3-GCCcore-8.3.0-Python-3.7.4

GObject-Introspection

GObject introspection is a middleware layer between C libraries
(using GObject) and language bindings. The C library can be scanned at
compile time and generate a metadata file, in addition to the actual
native C library. Then at runtime, language bindings can read this
metadata and automatically provide bindings to call into the C library.

TINKERCLIFFS
1.66.1-GCCcore-10.2.0
1.63.1-GCCcore-8.3.0-Python-3.7.4
1.68.0-GCCcore-10.3.0
1.64.0-GCCcore-9.3.0-Python-3.8.2

aspect-2.3.0

AspectDESCRIPTION

TINKERCLIFFS
gcc-9.3.0
intel-2019b

HarfBuzz

HarfBuzz is an OpenType text shaping engine.

TINKERCLIFFS
2.6.4-GCCcore-8.3.0
2.6.4-GCCcore-9.3.0
2.6.7-GCCcore-10.2.0
2.8.1-GCCcore-10.3.0

Delft3d

DELFT3DDESCRIPTION

TINKERCLIFFS
2023.02-intel-2022b

Serf

The serf library is a high performance C-based HTTP client library
built upon the Apache Portable Runtime (APR) library

TINKERCLIFFS
1.3.9-GCCcore-10.2.0

libxc

Libxc is a library of exchange-correlation functionals for density-functional theory.
The aim is to provide a portable, well tested and reliable set of exchange and correlation functionals.

TINKERCLIFFS
4.3.4-GCC-9.3.0
3.0.1-intel-2019b
4.2.3-intel-2019b
4.3.4-iccifort-2019.5.281

libogg

Ogg is a multimedia container format, and the native file and stream format for the Xiph.org
multimedia codecs.

TINKERCLIFFS
1.3.4-GCCcore-10.2.0
1.3.4-GCCcore-10.3.0

libffi

The libffi library provides a portable, high level programming interface to
various calling conventions. This allows a programmer to call any function
specified by a call interface description at run-time.

TINKERCLIFFS
3.4.2-GCCcore-11.2.0
3.4.4-GCCcore-12.2.0
3.3-GCCcore-9.3.0
3.4.2-GCCcore-11.3.0
3.3-intel-2019b
3.2.1-GCCcore-8.3.0
3.3-GCCcore-10.2.0
3.3-GCCcore-10.3.0
3.2.1-GCCcore-8.2.0

ioapi

The Models-3/EDSS Input/Output Applications Programming Interface (I/O API) provides the
environmental model developer with an easy-to-learn, easy-to-use programming library for data storage and
access, available from both Fortran and C. The same routines can be used for both file storage (using netCDF
files) and model coupling (using PVM mailboxes). It is the standard data access library for both the
NCSC/CMAS’s EDSS project and EPA’s Models-3, CMAQ, and SMOKE, as well as various other atmospheric and
hydrological modeling systems.

TINKERCLIFFS
3.2-20200828-iimpi-2021a-nocpl

ICU

ICU is a mature, widely used set of C/C++ and Java libraries providing Unicode and Globalization
support for software applications.

TINKERCLIFFS
66.1-GCCcore-9.3.0
64.2-GCCcore-8.3.0
66.1-intel-2019b
67.1-GCCcore-10.2.0
71.1-GCCcore-11.3.0
69.1-GCCcore-11.2.0
69.1-GCCcore-10.3.0

PostgreSQL

PostgreSQL is a powerful, open source object-relational database system.
It is fully ACID compliant, has full support for foreign keys,
joins, views, triggers, and stored procedures (in multiple languages).
It includes most SQL:2008 data types, including INTEGER,
NUMERIC, BOOLEAN, CHAR, VARCHAR, DATE, INTERVAL, and TIMESTAMP.
It also supports storage of binary large objects, including pictures,
sounds, or video. It has native programming interfaces for C/C++, Java,
.Net, Perl, Python, Ruby, Tcl, ODBC, among others, and exceptional documentation.

TINKERCLIFFS
14.4-GCCcore-11.3.0

MATLAB

MATLAB is a high-level language and interactive environment
that enables you to perform computationally intensive tasks faster than with
traditional programming languages such as C, C++, and Fortran.

TINKERCLIFFS
2019b

libmatheval

GNU libmatheval is a library (callable from C and Fortran) to parse
and evaluate symbolic expressions input as text.

TINKERCLIFFS
1.1.11-GCCcore-9.3.0

nsync

nsync is a C library that exports various synchronization primitives, such as mutexes

TINKERCLIFFS
1.24.0-GCCcore-10.2.0

PETSc

PETSc, pronounced PET-see (the S is silent), is a suite of data structures and routines for the
scalable (parallel) solution of scientific applications modeled by partial differential equations.

TINKERCLIFFS
3.12.4-foss-2019b-Python-3.7.4
3.12.4-intel-2019b

OpenMPI

The Open MPI Project is an open source MPI-3 implementation.

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4.1.4-GCC-12.2.0
4.1.4-GCC-11.3.0
4.1.1-GCC-10.3.0
3.1.3-GCC-8.2.0-2.31.1
4.0.5-GCC-10.2.0
3.1.4-iccifort-2019.5.281
4.0.3-GCC-9.3.0
4.0.3-iccifort-2019.5.281
4.1.1-GCC-11.2.0
4.1.1-intel-compilers-2021.2.0
3.1.4-GCC-8.3.0

netCDF

NetCDF (network Common Data Form) is a set of software libraries
and machine-independent data formats that support the creation, access, and sharing of array-oriented
scientific data.

TINKERCLIFFS
4.6.1-intel-2019b
4.7.1-gompi-2019b
4.8.1-gompi-2021b
4.8.0-iompi-2021a
4.7.1-iimpi-2019b
4.8.0-gompi-2021a
4.8.1-iimpi-2021a
4.7.4-gompi-2020a
4.7.4-gompi-2020b

time

The `time’ command runs another program, then displays information about the resources used by that
program, collected by the system while the program was running.

TINKERCLIFFS
1.9-GCCcore-10.2.0
1.9-GCCcore-8.3.0