diff --git a/barbora.csv b/barbora.csv
index 755ad2169c523150dd26f1dd0fa817e1e22b8ced..e633a27b00710e9dad78bad502e0f4d7c84936e5 100644
--- a/barbora.csv
+++ b/barbora.csv
@@ -428,6 +428,10 @@ help2man/1.47.4,32
 help2man/1.47.7-GCCcore-8.2.0,32
 help2man/1.47.8-GCCcore-8.3.0,32
 help2man/1.48.3-GCCcore-10.3.0,32
+HPCX/hpcx,32
+HPCX/hpcx-debug,32
+HPCX/hpcx-mt,32
+HPCX/hpcx-prof,32
 hwloc/1.11.12,32
 hwloc/1.11.12-GCCcore-8.3.0,32
 hwloc/1.11.7-GCC-6.3.0-2.27,32
diff --git a/barbora.md b/barbora.md
index 2bb8943a1437ca2216aaec7c06c3609f5c7696bd..0be8cd14124c6009c82a98f16cfda703c68a28a6 100644
--- a/barbora.md
+++ b/barbora.md
@@ -54,253 +54,3 @@
 | [GCC](http://gcc.gnu.org/) | 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,...). |
 | [GCCcore](https://gcc.gnu.org/) | 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,...). |
 | [Go](http://www.golang.org) | Go is an open source programming language that makes it easy to build simple, reliable, and efficient software. |
-| [icc](http://software.intel.com/en-us/intel-compilers/) | Intel C and C++ compilers |
-| [iccifort](http://software.intel.com/en-us/intel-cluster-toolkit-local_compiler/) | Intel C, C++ & Fortran compilers |
-| [ifort](http://software.intel.com/en-us/intel-compilers/) | Intel Fortran local_compiler |
-| [impi](http://software.intel.com/en-us/intel-mpi-library/) | Intel MPI Library, local_compatible with MPICH ABI |
-| [intel-compilers](https://software.intel.com/content/www/us/en/develop/tools/oneapi/hpc-toolkit.html) | Intel C, C++ & Fortran compilers (classic and oneAPI) |
-| [LLVM](https://llvm.org/) | 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) to use LLVM as an optimizer and code generator. |
-| [NVHPC](https://developer.nvidia.com/hpc-sdk/) | C, C++ and Fortran compilers included with the NVIDIA HPC SDK (previously: PGI) |
-| [PGI](http://www.pgroup.com/) | C, C++ and Fortran local_compilers from The Portland Group - PGI |
-
-## Data
-
-| Module | Description |
-| ------ | ----------- |
-| [FLAC](https://xiph.org/flac/) | Programs and libraries for working with Free Lossless Audio Codec (FLAC) files. |
-| [GDAL](https://www.gdal.org) | 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. |
-| [h5py](https://github.com/jupyter/testpath) | Test utilities for code working with files and commands |
-| [HDF](https://www.hdfgroup.org/products/hdf4/) | HDF (also known as HDF4) is a library and multi-object file format for storing and managing data between machines. |
-| [HDF5](http://www.hdfgroup.org/HDF5/) | HDF5 is a unique technology suite that makes possible the management of extremely large and local_complex data collections. |
-| [LAME](http://lame.sourceforge.net/) | LAME is a high quality MPEG Audio Layer III (MP3) encoder licensed under the LGPL. |
-| [netCDF](http://www.unidata.ucar.edu/software/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. |
-| [netCDF-Fortran](https://www.unidata.ucar.edu/software/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. |
-| [PostgreSQL](http://www.mysql.com/) | PostgreSQL is a powerful, open source object-relational database system. It is fully ACID local_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. |
-| [SoX](http://http://sox.sourceforge.net/) | Sound eXchange, the Swiss Army knife of audio manipulation |
-
-## Debugger
-
-| Module | Description |
-| ------ | ----------- |
-| [Forge](http://www.allinea.com/products/develop-allinea-forge) | Allinea Forge is the local_complete toolsuite for software development - with everything needed to debug, profile, optimize, edit and build C, C++ and FORTRAN applications on Linux for high performance - from single threads through to local_complex parallel HPC codes with MPI, OpenMP, threads or CUDA. |
-| [TotalView](http://www.roguewave.com/products/totalview.aspx) | TotalView is a GUI-based source code defect analysis tool that gives you unprecedented control over processes and thread execution and visibility into program state and variables. It allows you to debug one or many processes and/or threads in a single window with local_complete control over program execution. This allows you to set breakpoints, stepping line by line through the code on a single thread, or with coordinated groups of processes or threads, and run or halt arbitrary sets of processes or threads. You can reproduce and troubleshoot difficult problems that can occur in concurrent programs that take advantage of threads, OpenMP, MPI, GPUs or coprocessors. |
-| [Valgrind](http://valgrind.org/downloads/) | Valgrind: Debugging and profiling tools |
-
-## Devel
-
-| Module | Description |
-| ------ | ----------- |
-| [ant](https://ant.apache.org/) | Apache Ant is a Java library and command-line tool whose mission is to drive processes described in build files as targets and extension points dependent upon each other. The main known usage of Ant is the build of Java applications. |
-| [Autoconf](http://www.gnu.org/software/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. |
-| [Automake](https://www.gnu.org/software/automake/automake.html) | Automake: GNU Standards-compliant Makefile generator |
-| [Autotools](https://autotools.io) | This bundle collect the standard GNU build tools: Autoconf, Automake and libtool |
-| [Boost](http://www.boost.org/) | Boost provides free peer-reviewed portable C++ source libraries. |
-| [CMake](https://www.cmake.org) | CMake, the cross-platform, open-source build system. CMake is a family of tools designed to build, test and package software. |
-| [DBus](https://dbus.freedesktop.org/) | 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. |
-| [Doxygen](http://www.doxygen.org) | 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. |
-| [GObject-Introspection](https://wiki.gnome.org/GObjectIntrospection/) | 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. |
-| [gperf](https://www.gnu.org/software/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. |
-| [guile](http://www.gnu.org/software/guile) | Guile is the GNU Ubiquitous Intelligent Language for Extensions, the official extension language for the GNU operating system. |
-| [HyperQueue](https://it4innovations.github.io/hyperqueue/) | HyperQueue lets you build a computation plan consisting of a large amount of tasks and then execute it transparently over a system like SLURM/PBS. It dynamically groups jobs into SLURM/PBS jobs and distributes them to fully utilize allocated notes. You thus do not have to manually aggregate your tasks into SLURM/PBS jobs. |
-| [intltool](http://freedesktop.org/wiki/Software/intltool/) | intltool is a set of tools to centralize translation of many different file formats using GNU gettext-compatible PO files. |
-| [M4](http://www.gnu.org/software/m4/m4.html) | 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. |
-| [makeinfo](https://www.gnu.org/software/texinfo/) | makeinfo is part of the Texinfo project, the official documentation format of the GNU project. |
-| [Mako](http://www.makotemplates.org) | A super-fast templating language that borrows the best ideas from the existing templating languages |
-| [Maven](https://maven.apache.org/index.html) | Binary maven install, Apache Maven is a software project management and comprehension tool. Based on the concept of a project object model (POM), Maven can manage a project's build, reporting and documentation from a central piece of information. |
-| [ncurses](https://www.gnu.org/software/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. |
-| [PCRE](http://www.pcre.org/) | The PCRE library is a set of functions that implement regular expression pattern matching using the same syntax and semantics as Perl 5. |
-| [PCRE2](https://www.pcre.org/) | The PCRE library is a set of functions that implement regular expression pattern matching using the same syntax and semantics as Perl 5. |
-| [pkg-config](http://www.freedesktop.org/wiki/Software/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). |
-| [pkgconfig](http://github.com/matze/pkgconfig) | pkgconfig is a Python module to interface with the pkg-config command line tool |
-| [Qt5](http://qt.io/) | Qt is a local_comprehensive cross-platform C++ application framework. |
-| [ReFrame](https://github.com/eth-cscs/reframe) | ReFrame is a framework for writing regression tests for HPC systems. |
-| [renderproto](http://www.freedesktop.org/wiki/Software/xlibs) | Xrender protocol and ancillary headers |
-| [SQLite](https://www.sqlite.org/) | SQLite: SQL Database Engine in a C Library |
-| [squashfs-tools](http://squashfs.sourceforge.net/) | Squashfs is a compressed read-only filesystem for Linux. |
-| [SWIG](http://www.swig.org/) | SWIG is a software development tool that connects programs written in C and C++ with a variety of high-level programming languages. |
-| [xcb-proto](http://xcb.freedesktop.org/) | The X protocol C-language Binding (XCB) is a replacement for Xlib featuring a small footprint, latency hiding, direct access to the protocol, improved threading support, and extensibility. |
-| [xorg-macros](https://cgit.freedesktop.org/xorg/util/macros) | X.org macros utilities. |
-| [xproto](http://www.freedesktop.org/wiki/Software/xlibs) | X protocol and ancillary headers |
-| [xtrans](http://www.freedesktop.org/wiki/Software/xlibs) | xtrans includes a number of routines to make X implementations transport-independent; at time of writing, it includes support for UNIX sockets, IPv4, IPv6, and DECnet. |
-
-## Geo
-
-| Module | Description |
-| ------ | ----------- |
-| [PROJ_4](http://proj.osgeo.org) | PROJ.4 - Cartographic Projections Library originally written by Gerald Evenden then of the USGS. |
-
-## Lang
-
-| Module | Description |
-| ------ | ----------- |
-| [Anaconda3](https://www.continuum.io/anaconda-overview) | Built to local_complement the rich, open source Python community, the Anaconda platform provides an enterprise-ready data analytics platform that empowers local_companies to adopt a modern open data science analytics architecture. |
-| [Bison](https://www.gnu.org/software/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. |
-| [byacc](http://invisible-island.net/byacc/byacc.html) | Berkeley Yacc (byacc) is generally conceded to be the best yacc variant available. In contrast to bison, it is written to avoid dependencies upon a particular local_compiler. |
-| [Cython](https://pypi.python.org/pypi/Cython/) | The Cython language makes writing C extensions for the Python language as easy as Python itself. Cython is a source code translator based on the well-known Pyrex, but supports more cutting edge functionality and optimizations. |
-| [dotNET-Core-Runtime](https://www.microsoft.com/net/) | .NET is a free, cross-platform, open source developer platform for building many different types of applications. |
-| [dotNET-Core-SDK](https://www.microsoft.com/net/) | .NET is a free, cross-platform, open source developer platform for building many different types of applications. |
-| [flex](http://flex.sourceforge.net/) | 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. |
-| [FriBidi](https://github.com/fribidi/fribidi) | The Free Implementation of the Unicode Bidirectional Algorithm. |
-| [Guile](https://www.gnu.org/software/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. |
-| [Java](http://openjdk.java.net) | Java Platform, Standard Edition (Java SE) lets you develop and deploy Java applications on desktops and servers. |
-| [Julia](https://julialang.org) | Julia is a high-level, high-performance dynamic programming language for numerical computing |
-| [Lua](http://www.lua.org/) | 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. |
-| [NASM](https://www.nasm.us/) | NASM: General-purpose x86 assembler |
-| [numba](https://numba.pydata.org/) | Numba is an Open Source NumPy-aware optimizing compiler for Python sponsored by Continuum Analytics, Inc. It uses the remarkable LLVM compiler infrastructure to compile Python syntax to machine code. |
-| [Perl](https://www.perl.org/) | Larry Wall's Practical Extraction and Report Language |
-| [Python](http://python.org/) | Python is a programming language that lets you work more quickly and integrate your systems more effectively. |
-| [R](https://www.r-project.org/) | R is a free software environment for statistical computing and graphics. |
-| [Ruby](https://www.ruby-lang.org) | 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. |
-| [Rust](https://www.rust-lang.org) | Rust is a systems programming language that runs blazingly fast, prevents segfaults, and guarantees thread safety. |
-| [SciPy-bundle](https://python.org/) | Bundle of Python packages for scientific software |
-| [Tcl](https://www.tcl.tk/) | 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. |
-| [Tkinter](https://python.org/) | Tkinter module, built with the Python buildsystem |
-| [Yasm](https://www.tortall.net/projects/yasm/) | Yasm: Complete rewrite of the NASM assembler with BSD license |
-
-## Lib
-
-| Module | Description |
-| ------ | ----------- |
-| [AtsPy](http://atztogo.github.io/phonopy/) | Phonopy is an open source package of phonon calculations based on the supercell approach. |
-| [Check](https://libcheck.github.io/check/) | Check is a unit testing framework for C. It features a simple interface for defining unit tests, putting little in the way of the developer. Tests are run in a separate address space, so both assertion failures and code errors that cause segmentation faults or other signals can be caught. Test results are reportable in the following: Subunit, TAP, XML, and a generic logging format. |
-| [Clang-Python-bindings](https://clang.llvm.org) | Python bindings for libclang |
-| [double-conversion](https://github.com/google/double-conversion) | Efficient binary-decimal and decimal-binary conversion routines for IEEE doubles. |
-| [FlexiBLAS](https://gitlab.mpi-magdeburg.mpg.de/software/flexiblas-release) | FlexiBLAS is a wrapper library that enables the exchange of the BLAS and LAPACK implementation used by a program without recompiling or relinking it. |
-| [gc](https://hboehm.info/gc/) | The Boehm-Demers-Weiser conservative garbage collector can be used as a garbage collecting replacement for C malloc or C++ new. |
-| [GDRCopy](https://github.com/NVIDIA/gdrcopy) | A low-latency GPU memory copy library based on NVIDIA GPUDirect RDMA technology. |
-| [GlobalArrays](http://hpc.pnl.gov/globalarrays) | Global Arrays (GA) is a Partitioned Global Address Space (PGAS) programming model |
-| [ICU](https://icu-project.org/) | ICU is a mature, widely used set of C/C++ and Java libraries providing Unicode and Globalization support for software applications. |
-| [IOTK](https://github.com/QEF/iotk/tree/master/iotk) | The input/output tool kit (IOTK) is a Fortran90 library intended to provide a simplified access to tagged files formatted using some specific rule. |
-| [libdrm](http://dri.freedesktop.org) | Direct Rendering Manager runtime library. |
-| [libepoxy](https://github.com/anholt/libepoxy) | Epoxy is a library for handling OpenGL function pointer management for you |
-| [libevent](https://libevent.org/) | 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. |
-| [libfabric](https://ofiwg.github.io/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. |
-| [libffi](https://sourceware.org/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. |
-| [libgd](https://libgd.github.io/) | GD is an open source code library for the dynamic creation of images by programmers. |
-| [libgeotiff](https://directory.fsf.org/wiki/Libgeotiff) | Library for reading and writing coordinate system information from/to GeoTIFF files |
-| [libglvnd](https://gitlab.freedesktop.org/glvnd/libglvnd) | libglvnd is a vendor-neutral dispatch layer for arbitrating OpenGL API calls between multiple vendors. |
-| [libiconv](https://www.gnu.org/software/libiconv) | Libiconv converts from one character encoding to another through Unicode conversion |
-| [libjpeg-turbo](https://sourceforge.net/projects/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. |
-| [libmatheval](https://www.gnu.org/software/libmatheval/) | GNU libmatheval is a library (callable from C and Fortran) to parse and evaluate symbolic expressions input as text. |
-| [Libmsr](https://github.com/LLNL/libms) | Welcome to Libmsr, a friendly (well, friendlier) interface to many of the model-specific registers in Intel processors. Now with PCI configuration register support for some Intel hardware. |
-| [libpng](http://www.libpng.org/pub/png/libpng.html) | libpng is the official PNG reference library |
-| [libpthread-stubs](http://xcb.freedesktop.org/) | The X protocol C-language Binding (XCB) is a replacement for Xlib featuring a small footprint, latency hiding, direct access to the protocol, improved threading support, and extensibility. |
-| [libreadline](https://tiswww.case.edu/php/chet/readline/rltop.html) | 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. |
-| [libsndfile](http://www.mega-nerd.com/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. |
-| [LibTIFF](https://libtiff.maptools.org/) | tiff: Library and tools for reading and writing TIFF data files |
-| [libtirpc](https://sourceforge.net/projects/libtirpc/) | Libtirpc is a port of Suns Transport-Independent RPC library to Linux. |
-| [libtool](http://www.gnu.org/software/libtool) | GNU libtool is a generic library support script. Libtool hides the complexity of using shared libraries behind a consistent, portable interface. |
-| [libunistring](http://www.gnu.org/software/libunistring/) | This library provides functions for manipulating Unicode strings and for manipulating C strings according to the Unicode standard. |
-| [libunwind](http://www.nongnu.org/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 |
-| [LibUUID](http://sourceforge.net/projects/libuuid/) | Portable uuid C library |
-| [libxcb](http://xcb.freedesktop.org/) | The X protocol C-language Binding (XCB) is a replacement for Xlib featuring a small footprint, latency hiding, direct access to the protocol, improved threading support, and extensibility. |
-| [libxml2](http://xmlsoft.org/) | Libxml2 is the XML C parser and toolchain developed for the Gnome project (but usable outside of the Gnome platform). |
-| [libxslt](http://xmlsoft.org/) | Libxslt is the XSLT C library developed for the GNOME project (but usable outside of the Gnome platform). |
-| [libyaml](http://pyyaml.org/wiki/LibYAML) | LibYAML is a YAML 1.1 parser and emitter written in C. |
-| [lz4](https://lz4.github.io/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. |
-| [nettle](http://www.lysator.liu.se/~nisse/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. |
-| [NFFT](https://www-user.tu-chemnitz.de/~potts/nfft/) | The NFFT (nonequispaced fast Fourier transform or nonuniform fast Fourier transform) is a C subroutine library for computing the nonequispaced discrete Fourier transform (NDFT) and its generalisations in one or more dimensions, of arbitrary input size, and of complex data. |
-| [NSPR](https://developer.mozilla.org/en-US/docs/Mozilla/Projects/NSPR) | Netscape Portable Runtime (NSPR) provides a platform-neutral API for system level and libc-like functions. |
-| [NSS](https://developer.mozilla.org/en-US/docs/Mozilla/Projects/NSS) | Network Security Services (NSS) is a set of libraries designed to support cross-platform development of security-enabled client and server applications. |
-| [PMIx](https://pmix.org/) | 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) provide a reference implementation of the PMI-server that demonstrates the desired level of scalability. |
-| [PROJ](https://proj.org) | Program proj is a standard Unix filter function which converts geographic longitude and latitude coordinates into cartesian coordinates |
-| [pybind11](https://pybind11.readthedocs.io) | 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. |
-| [PyYAML](https://github.com/yaml/pyyaml) | PyYAML is a YAML parser and emitter for the Python programming language. |
-| [SDL2](https://www.libsdl.org/) | SDL: Simple DirectMedia Layer, a cross-platform multimedia library |
-| [SIONlib](http://www.fz-juelich.de/ias/jsc/EN/Expertise/Support/Software/SIONlib/_node.html) | SIONlib is a scalable I/O library for parallel access to task-local files. The library not only supports writing and reading binary data to or from several thousands of processors into a single or a small number of physical files, but also provides global open and close functions to access SIONlib files in parallel. This package provides a stripped-down installation of SIONlib for use with performance tools (e.g., Score-P), with renamed symbols to avoid conflicts when an application using SIONlib itself is linked against a tool requiring a different SIONlib version. |
-| [snappy](https://github.com/google/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. |
-| [SuperLU_DIST](https://github.com/xiaoyeli/superlu_dist) | SuperLU_DIST contains a set of subroutines to solve a sparse linear system A*X=B. It uses Gaussian elimination with static pivoting (GESP). Static pivoting is a technique that combines the numerical stability of partial pivoting with the scalability of Cholesky (no pivoting), to run accurately and efficiently on large numbers of processors. SuperLU_DIST is a parallel extension to the serial SuperLU library. It is targeted for the distributed memory parallel machines. SuperLU_DIST is implemented in ANSI C, and MPI for communications. Currently, the LU factorization and triangular solution routines, which are the most time-consuming part of the solution process, are parallelized. The other routines, such as static pivoting and column preordering for sparsity are performed sequentially. This "alpha" release contains double-precision real and double-precision complex data types. |
-| [tbb](http://software.intel.com/en-us/articles/intel-tbb/) | Intel Threading Building Blocks 4.0 (Intel TBB) is a widely used, award-winning C++ template library for creating reliable, portable, and scalable parallel applications. Use Intel TBB for a simple and rapid way of developing robust task-based parallel applications that scale to available processor cores, are local_compatible with multiple environments, and are easier to maintain. Intel TBB is the most proficient way to implement future-proof parallel applications that tap into the power and performance of multicore and manycore hardware platforms. |
-| [UCX](http://www.openucx.org/) | Unified Communication X An open-source production grade communication framework for data centric and high-performance applications |
-| [zlib](http://www.zlib.net/) | 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. |
-| [zstd](https://facebook.github.io/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. |
-
-## Math
-
-| Module | Description |
-| ------ | ----------- |
-| [Eigen](https://eigen.tuxfamily.org) | Eigen is a C++ template library for linear algebra: matrices, vectors, numerical solvers, and related algorithms. |
-| [ELPA](http://elpa.rzg.mpg.de) | Eigenvalue SoLvers for Petaflop-Applications . |
-| [GEOS](https://trac.osgeo.org/geos) | GEOS (Geometry Engine - Open Source) is a C++ port of the Java Topology Suite (JTS) |
-| [GMP](https://gmplib.org/) | GMP is a free library for arbitrary precision arithmetic, operating on signed integers, rational numbers, and floating point numbers. |
-| [libxsmm](https://github.com/hfp/libxsmm) | LIBXSMM is a library for small dense and small sparse matrix-matrix multiplications targeting Intel Architecture (x86). |
-| [magma](http://icl.cs.utk.edu/magma/) | The MAGMA project aims to develop a dense linear algebra library similar to LAPACK but for heterogeneous/hybrid architectures, starting with current Multicore+GPU systems. |
-| [MATLAB](https://www.mathworks.com/products/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. |
-| [MCR](https://www.mathworks.com/products/compiler/mcr/) | The MATLAB Runtime is a standalone set of shared libraries that enables the execution of compiled MATLAB applications or components on computers that do not have MATLAB installed. |
-| [METIS](http://glaros.dtc.umn.edu/gkhome/metis/metis/overview) | 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. |
-| [MPFR](https://www.mpfr.org) | The MPFR library is a C library for multiple-precision floating-point computations with correct rounding. |
-| [MUMPS](http://graal.ens-lyon.fr/MUMPS/) | A parallel sparse direct solver |
-| [numpy](http://www.numpy.org) | NumPy is the fundamental package needed for scientific local_computing with Python. |
-| [Octave](http://www.gnu.org/software/octave/) | GNU Octave is a high-level interpreted language, primarily intended for numerical local_computations. |
-| [ParMETIS](http://glaros.dtc.umn.edu/gkhome/metis/parmetis/overview) | ParMETIS is an MPI-based parallel library that implements a variety of algorithms for partitioning unstructured graphs, meshes, and for local_computing fill-reducing orderings of sparse matrices. ParMETIS extends the functionality provided by METIS and includes routines that are especially suited for parallel AMR local_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. |
-| [SCOTCH](http://gforge.inria.fr/projects/scotch/) | Software package and libraries for sequential and parallel graph partitioning, static mapping, and sparse matrix block ordering, and sequential mesh and hypergraph partitioning. |
-
-## Mpi
-
-| Module | Description |
-| ------ | ----------- |
-| [impi](http://software.intel.com/en-us/intel-mpi-library/) | Intel MPI Library, local_compatible with MPICH ABI |
-| [OpenMPI](http://www.open-mpi.org/) | The Open MPI Project is an open source MPI-2 implementation. |
-
-## Numlib
-
-| Module | Description |
-| ------ | ----------- |
-| [Armadillo](https://arma.sourceforge.net/) | Armadillo is an open-source C++ linear algebra library (matrix maths) aiming towards a good balance between speed and ease of use. Integer, floating point and complex numbers are supported, as well as a subset of trigonometric and statistics functions. |
-| [arpack-ng](https://github.com/opencollab/arpack-ng) | ARPACK is a collection of Fortran77 subroutines designed to solve large scale eigenvalue problems. |
-| [CGAL](https://www.cgal.org/) | 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. |
-| [cuDNN](https://developer.nvidia.com/cudnn) | The NVIDIA CUDA Deep Neural Network library (cuDNN) is a GPU-accelerated library of primitives for deep neural networks. |
-| [FFTW](http://www.fftw.org) | FFTW is a C subroutine library for local_computing the discrete Fourier transform (DFT) in one or more dimensions, of arbitrary input size, and of both real and local_complex data. |
-| [GSL](https://www.gnu.org/software/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. |
-| [Hypre](https://computation.llnl.gov/projects/hypre-scalable-linear-solvers-multigrid-methods) | 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. |
-| [imkl](http://software.intel.com/en-us/intel-mkl/) | Intel Math Kernel Library is a library of highly optimized, extensively threaded math routines for science, engineering, and financial applications that require maximum performance. Core math functions include BLAS, LAPACK, ScaLAPACK, Sparse Solvers, Fast Fourier Transforms, Vector Math, and more. |
-| [mkl](http://software.intel.com/en-us/intel-mkl/) | Intel Math Kernel Library is a library of highly optimized, extensively threaded math routines for science, engineering, and financial applications that require maximum performance. Core math functions include BLAS, LAPACK, ScaLAPACK, Sparse Solvers, Fast Fourier Transforms, Vector Math, and more. |
-| [NLopt](http://ab-initio.mit.edu/wiki/index.php/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. |
-| [OpenBLAS](https://xianyi.github.com/OpenBLAS/) | OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version. |
-| [PETSc](https://www.mcs.anl.gov/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. |
-| [ScaLAPACK](http://www.netlib.org/scalapack/) | The ScaLAPACK (or Scalable LAPACK) library includes a subset of LAPACK routines redesigned for distributed memory MIMD parallel computers. |
-| [SLEPc](https://slepc.upv.es/) | 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. |
-| [SuiteSparse](https://faculty.cse.tamu.edu/davis/suitesparse.html) | SuiteSparse is a collection of libraries manipulate sparse matrices. |
-
-## Os
-
-| Module | Description |
-| ------ | ----------- |
-| [CentOS](https://www.centos.org/) | The CentOS Project is a community-driven free software effort focused on delivering a robust open source ecosystem. For users, we offer a consistent manageable platform that suits a wide variety of deployments. For open source communities, we offer a solid, predictable base to build upon, along with extensive resources to build, test, release, and maintain their code. We’re also expanding the availability of CentOS images across a number of vendors, providing official images for Amazon, Google, and more. For self-hosted cloud, we also provide a generic cloud-init enabled image. For more information about updates and improvements in CentOS 7, please check out the release notes or the release announcement in the mailing list archive. |
-| [Debian](https://www.ubuntu.com/) | Ubuntu is a Debian-based Linux operating system for personal computers, tablets and smartphones, where Ubuntu Touch edition is used. It also runs network servers. That is usually with the Ubuntu Server edition, either on physical or virtual servers (such as on mainframes) or with containers, that is with enterprise-class features. It runs on the most popular architectures, including server-class ARM-based. Ubuntu is published by Canonical Ltd, who offer commercial support. It is based on free software and named after the Southern African philosophy of ubuntu (literally, 'human-ness'), which Canonical Ltd. suggests can be loosely translated as "humanity to others" or "I am what I am because of who we all are". Since Ubuntu 11.04 Natty Narwhal Ubuntu has used Unity as its default user interface for the desktop, but following the release of Ubuntu 17.10 it will move to the GNOME 3 desktop instead, as work on Unity ends. Ubuntu is the most popular operating system running in hosted environments, so–called "clouds", as it is the most popular server Linux distribution. Development of Ubuntu is led by UK-based Canonical Ltd., a company of South African entrepreneur Mark Shuttleworth. Canonical generates revenue through the sale of technical support and other services related to Ubuntu. The Ubuntu project is publicly committed to the principles of open-source software development; people are encouraged to use free software, study how it works, improve upon it, and distribute it. |
-| [Fedora](https://www.ubuntu.com/) | Ubuntu is a Debian-based Linux operating system for personal computers, tablets and smartphones, where Ubuntu Touch edition is used. It also runs network servers. That is usually with the Ubuntu Server edition, either on physical or virtual servers (such as on mainframes) or with containers, that is with enterprise-class features. It runs on the most popular architectures, including server-class ARM-based. Ubuntu is published by Canonical Ltd, who offer commercial support. It is based on free software and named after the Southern African philosophy of ubuntu (literally, 'human-ness'), which Canonical Ltd. suggests can be loosely translated as "humanity to others" or "I am what I am because of who we all are". Since Ubuntu 11.04 Natty Narwhal Ubuntu has used Unity as its default user interface for the desktop, but following the release of Ubuntu 17.10 it will move to the GNOME 3 desktop instead, as work on Unity ends. Ubuntu is the most popular operating system running in hosted environments, so–called "clouds", as it is the most popular server Linux distribution. Development of Ubuntu is led by UK-based Canonical Ltd., a company of South African entrepreneur Mark Shuttleworth. Canonical generates revenue through the sale of technical support and other services related to Ubuntu. The Ubuntu project is publicly committed to the principles of open-source software development; people are encouraged to use free software, study how it works, improve upon it, and distribute it. |
-| [Ubuntu](https://www.ubuntu.com/) | Ubuntu is a Debian-based Linux operating system for personal computers, tablets and smartphones, where Ubuntu Touch edition is used. It also runs network servers. That is usually with the Ubuntu Server edition, either on physical or virtual servers (such as on mainframes) or with containers, that is with enterprise-class features. It runs on the most popular architectures, including server-class ARM-based. Ubuntu is published by Canonical Ltd, who offer commercial support. It is based on free software and named after the Southern African philosophy of ubuntu (literally, 'human-ness'), which Canonical Ltd. suggests can be loosely translated as "humanity to others" or "I am what I am because of who we all are". Since Ubuntu 11.04 Natty Narwhal Ubuntu has used Unity as its default user interface for the desktop, but following the release of Ubuntu 17.10 it will move to the GNOME 3 desktop instead, as work on Unity ends. Ubuntu is the most popular operating system running in hosted environments, so–called "clouds", as it is the most popular server Linux distribution. Development of Ubuntu is led by UK-based Canonical Ltd., a company of South African entrepreneur Mark Shuttleworth. Canonical generates revenue through the sale of technical support and other services related to Ubuntu. The Ubuntu project is publicly committed to the principles of open-source software development; people are encouraged to use free software, study how it works, improve upon it, and distribute it. |
-
-## Perf
-
-| Module | Description |
-| ------ | ----------- |
-| [Advisor](https://software.intel.com/intel-advisor-xe) | Vectorization Optimization and Thread Prototyping - Vectorize & thread code or performance “dies” - Easy workflow + data + tips = faster code faster - Prioritize, Prototype & Predict performance gain |
-| [Cube](http://www.scalasca.org/software/cube-4.x/download.html) | Cube, which is used as performance report explorer for Scalasca and Score-P, is a generic tool for displaying a multi-dimensional performance space consisting of the dimensions (i) performance metric, (ii) call path, and (iii) system resource. Each dimension can be represented as a tree, where non-leaf nodes of the tree can be collapsed or expanded to achieve the desired level of granularity. |
-| [CubeGUI](http://www.scalasca.org/software/cube-4.x/download.html) | Cube, which is used as performance report explorer for Scalasca and Score-P, is a generic tool for displaying a multi-dimensional performance space consisting of the dimensions (i) performance metric, (ii) call path, and (iii) system resource. Each dimension can be represented as a tree, where non-leaf nodes of the tree can be collapsed or expanded to achieve the desired level of granularity. |
-| [CubeLib](http://www.scalasca.org/software/cube-4.x/download.html) | Cube, which is used as performance report explorer for Scalasca and Score-P, is a generic tool for displaying a multi-dimensional performance space consisting of the dimensions (i) performance metric, (ii) call path, and (iii) system resource. Each dimension can be represented as a tree, where non-leaf nodes of the tree can be collapsed or expanded to achieve the desired level of granularity. |
-| [CubeWriter](https://www.scalasca.org/software/cube-4.x/download.html) | Cube, which is used as performance report explorer for Scalasca and Score-P, is a generic tool for displaying a multi-dimensional performance space consisting of the dimensions (i) performance metric, (ii) call path, and (iii) system resource. Each dimension can be represented as a tree, where non-leaf nodes of the tree can be collapsed or expanded to achieve the desired level of granularity. This module provides the Cube high-performance C writer library component. |
-| [OPARI2](https://www.score-p.org) | OPARI2, the successor of Forschungszentrum Juelich's OPARI, is a source-to-source instrumentation tool for OpenMP and hybrid codes. It surrounds OpenMP directives and runtime library calls with calls to the POMP2 measurement interface. |
-| [OTF2](http://www.score-p.org) | The Open Trace Format 2 is a highly scalable, memory efficient event trace data format plus support library. It is the new standard trace format for Scalasca, Vampir, and TAU and is open for other tools. |
-| [PAPI](http://icl.cs.utk.edu/projects/papi/) | PAPI provides the tool designer and application engineer with a consistent interface and methodology for use of the performance counter hardware found in most major microprocessors. PAPI enables software engineers to see, in near real time, the relation between software performance and processor events. In addition Component PAPI provides access to a collection of components that expose performance measurement opportunites across the hardware and software stack. |
-| [PDT](https://www.cs.uoregon.edu/research/pdt/) | Program Database Toolkit (PDT) is a framework for analyzing source code written in several programming languages and for making rich program knowledge accessible to developers of static and dynamic analysis tools. PDT implements a standard program representation, the program database (PDB), that can be accessed in a uniform way through a class library supporting common PDB operations. |
-| [Score-P](http://www.score-p.org) | The Score-P measurement infrastructure is a highly scalable and easy-to-use tool suite for profiling, event tracing, and online analysis of HPC applications. |
-| [Vampir](http://www.vampir.eu) | The Vampir software tool provides an easy-to-use framework that enables developers to quickly display and analyze arbitrary program behavior at any level of detail. The tool suite implements optimized event analysis algorithms and customizable displays that enable fast and interactive rendering of very local_complex performance monitoring data. |
-
-## Phys
-
-| Module | Description |
-| ------ | ----------- |
-| [BerkeleyGW](https://www.berkeleygw.org) | The BerkeleyGW Package is a set of computer codes that calculates the quasiparticle properties and the optical responses of a large variety of materials from bulk periodic crystals to nanostructures such as slabs, wires and molecules. |
-| [COMSOL](https://www.comsol.com) | COMSOL Multiphysics is a general-purpose software platform, based on advanced numerical methods, for modeling and simulating physics-based problems. |
-| cst-studio | Old module, description not available. |
-| [DFTB+](https://www.dftb-plus.info) | DFTB+ is a fast and efficient versatile quantum mechanical simulation package. It is based on the Density Functional Tight Binding (DFTB) method, containing almost all of the useful extensions which have been developed for the DFTB framework so far. Using DFTB+ you can carry out quantum mechanical simulations like with ab-initio density functional theory based packages, but in an approximate way gaining typically around two order of magnitude in speed. |
-| [Elk](http://elk.sourceforge.net/) | An all-electron full-potential linearised augmented-plane wave (FP-LAPW) code with many advanced features. Written originally at Karl-Franzens-Universität Graz as a milestone of the EXCITING EU Research and Training Network, the code is designed to be as simple as possible so that new developments in the field of density functional theory (DFT) can be added quickly and reliably. |
-| [Gaussian](https://gaussian.com/) | Gaussian 16 is the latest in the Gaussian series of programs. It provides state-of-the-art capabilities for electronic structure modeling. Gaussian 16 is licensed for a wide variety of computer systems. All versions of Gaussian 16 contain every scientific/modeling feature, and none imposes any artificial limitations on calculations other than your computing resources and patience. |
-| [MedeA](http://my.materialsdesign.com) | Materials Design, Inc. announces the release of MedeA® version 2.22 software environment for atomistic materials modeling and simulation. |
-| [mumax](https://github.com/mumax/3) | GPU accelerated micromagnetic simulator. |
-| [phono3py](http://phonopy.sourceforge.net/phono3py/index.html) | This software calculates phonon-phonon interaction related properties |
-| [phonopy](http://atztogo.github.io/phonopy/) | Phonopy is an open source package of phonon calculations based on the supercell approach. |
-| [QMCPACK](https://qmcpack.org/) | QMCPACK, is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code. Its main applications are electronic structure calculations of molecular, quasi-2D and solid-state systems. Variational Monte Carlo (VMC), diffusion Monte Carlo (DMC) and a number of other advanced QMC algorithms are implemented. Orbital space auxiliary field QMC (AFQMC) has recently been added. By directly solving the Schrodinger equation, QMC methods offer greater accuracy than methods such as density functional theory, but at a trade-off of much greater local_computational expense. |
-| [ReSpect](http://www.respectprogram.org/index.html) | ReSpect is a computer simulation program enabling the prediction and understanding of molecular and material properties from advanced first-principle relativistic DFT calculations. |
-| [Siesta](http://departments.icmab.es/leem/siesta) | SIESTA is both a method and its computer program implementation, to perform efficient electronic structure calculations and ab initio molecular dynamics simulations of molecules and solids. |