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7 Great Linux Statistical Analysis Tools

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Science is the effort of seeking to comprehend how the physical world works. From observation and experimentation, science uses physical evidence of natural phenomena to compile data and analyze the collated information.

In modern research it is essential for scientists to keep abreast of the latest statistical software. Just like the fast moving world of research, developments in statistical software and methods continue to abound. Making full use of the improvements in computer software helps to advance the pace of research.

Science really prospers and advances when individuals share the results of their experiments with others in the scientific community. There is a certain logic that scientific software should therefore be released in a freely distributable environment.

Linux is particularly strong in the field of open source statistical software. The purpose of this article is to identify software for performing statistical analysis. This type of software helps to summarize data in a shorter form, and helps scientists understand a concept or representation and make possible predictions based on this understanding.

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GNU Scientific Library 2.6 released

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Version 2.6 of the GNU Scientific Library (GSL) is now available. GSL provides a large collection of routines for numerical computing in C.
This release introduces major performance improvements to common linear algebra matrix factorizations, as well as numerous new features and bug fixes. The full NEWS file entry is appended below.
The file details for this release are:
The GSL project homepage is
GSL is free software distributed under the GNU General Public License.
Thanks to everyone who reported bugs and contributed improvements.
Patrick Alken

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Cantor 19.08

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Since the last year the development in Cantor is keeping quite a good momentum. After many new features and stabilization work done in the 18.12 release, see this blog post for an overview, we continued to work on improving the application in 19.04. Today the release of KDE Applications 19.08, and with this of Cantor 19.08, was announced. Also in this release we concentrated mostly on improving the usability of Cantor and stabilizing the application. See the ChangeLog file for the full list of changes.

For new features targeting at the usability we want to mention the improved handling of the “backends”. As you know, Cantor serves as the front end to different open-source computer algebra systems and programming languages and requires these backends for the actual computation. The communication with the backends is handled via different plugins that are installed and loaded on demand. In the past, in case a plugin for a specific backend failed to initialize (e.g. because of the backend executable not found, etc.), we didn’t show it in the “Choose a Backend” dialog and the user was completely lost. Now we still don’t allow to create a worksheet for this backend, but we show the entry in the dialog together with a message about why the plugin is disabled.

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Gnuastro 0.10 released

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Dear all,

I am pleased to announce the 10th release of GNU Astronomy Utilities
(Gnuastro 0.10).

Gnuastro is an official GNU package of various command-line programs
and library functions for the manipulation and analysis of
(astronomical) data. All the programs share the same basic
command-line user interface (modeled on GNU Coreutils). For the full
list of Gnuastro's library, programs, and a comprehensive general
tutorial (recommended place to start using Gnuastro), please see the
links below respectively:

Many new features have been added, and many bugs have been fixed in
this release. For the full list, please see [1] below (part of the
NEWS file within the tarball). Some of the highlights are: 1) You can
now do column arithmetic (on FITS and plain text tables) directly
within the Table program, it also has some operators unique to table
columns for example conversion of pixel to world coordinate system
(WCS) coordinates and vice-versa. 2) Crop can now be used to pull out
sections of 3D data cubes also. 3) You can let CosmicCalculator find
the red-shift by identifying an emission line's wavelength or name,
and its observed wavelength.

Here is the compressed source and the GPG detached signature for this
release. To uncompress Lzip tarballs, see [2]. To check the validity
of the tarballs using the GPG detached signature see [3]:     (5.2MB) (833B)     (3.4MB) (833B)

Here are the MD5 and SHA1 checksums (other ways to check if the
tarball you download is what we distributed):

886c7badcd5b94d28bb616013b303bfb  gnuastro-0.10.tar.gz
48d1081543ba19b5d1b59e6d29b3b349  gnuastro-0.10.tar.lz
fce509583955f4bf15a764f30c7720de9df01a83  gnuastro-0.10.tar.gz
23c7f8d570e7b2851302500b5227026cb0d76340  gnuastro-0.10.tar.lz

For this release, I am very grateful to Alexey Dokuchaev, Joseph Putko
and Raul Infante-Sainz for direct contributions to Gnuastro's
source. Hamed Altafi, Roberto Baena Gallé, Zahra Bagheri, Leindert
Boogaard, Bruno Haible, Raul Infante-Sainz, Lee Kelvin, Elham Saremi,
Zahra Sharbaf, David Valls-Gabaud and Michael Wilkinson (in
alphabetical order) also provided very good suggestions and bug
reports, I am very grateful to them.

If any of Gnuastro's programs or libraries are useful in your work,
please cite _and_ acknowledge them. For citation and acknowledgment
guidelines, run the relevant programs with a `--cite' option (it can
be different for different programs). Citations _and_ acknowledgments
are vital for the continued work on Gnuastro, so please don't forget
to support us by doing so.

This tarball was bootstrapped (created) with the tools below. Note
that you don't need these to build Gnuastro from the tarball, these
are the tools that were used to make the tarball itself. They are only
mentioned here to be able to reproduce/recreate this tarball later.
  Texinfo 6.6
  Autoconf 2.69
  Automake 1.16.1
  Help2man 1.47.10
  ImageMagick 7.0.8-58
  Gnulib v0.1-2794-gc8e2eee54
  Autoconf archives v2019.01.06-55-gc5711b3

The dependencies to build Gnuastro from this tarball are described

Best wishes,

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LabPlot has got some beautifying and lots of datasets

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Hello everyone! The second part of this year's GSoC is almost over, so I was due to let you know the progress made in the last 3 weeks. I can assure you we haven't lazed since then. I think I managed to make quite good progress, so everything is going as planned, or I could say that even better. If you haven't read about this year's project or you just want to go through what has already been accomplished you can check out my previous post.

So let's just go through the new things step by step. I'll try to explain the respective feature, and also give examples using videos or screenshots.

The first step was to improve the welcome screen and make it easily usable, dynamic, clean and intuitive for users. This step was very important since the welcome screen is what the users will first get in contact with when they start using LabPlot.

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11 Best Free Linux Desktop Genome Browsers

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In the fields of molecular biology and genetics, a genome is the genetic material of an organism. It consists of DNA (or RNA in RNA viruses). Each genome contains all of the information needed to build and maintain that organism. In humans, a copy of the entire genome—more than 3 billion DNA base pairs—is contained in all cells that have a nucleus.

In bioinformatics, a genome browser is a graphical interface for display of information from a biological database for genomic data. They are important tools for studying genomes given the vast amounts of data available. They typically load very large files, such as whole genome FASTA files and display them in a way that users can make sense of the information there. They can be used to visualize a variety of different data types.

Genome browsers enable researchers to visualize and browse entire genomes with annotated data including gene prediction and structure, proteins, expression, regulation, variation, comparative analysis, etc. They use a visual, high-level overview of complex data in a form that can be grasped at a glance and provide the means to explore the data in increasing resolution from megabase scales down to the level of individual elements of the DNA sequence.

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16 Best Free Linux Chemistry Tools

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Chemistry is the study of matter and the changes it undergoes. It is an extremely vivacious science which deals with a molecular scale and atomic interpretation of the world we live in, helping us to understand that world. Chemistry is regarded as the central science, given its close links with physics and engineering, with biology and medicine, and with geology and earth science.

There are a number of different branches of chemistry. These include organic chemistry which studies the structure, properties, reactions, and composition of carbon-based compounds, and inorganic chemistry which deals with non-carbon compounds. Another important subdiscipline is physical chemistry which deals with the relations between the physical properties of substances and their chemical formations studying, in particular, atomic, subatomic, macroscopic, and particulate phenomena in chemical systems.

Chemistry is found in many different areas including all spheres of industry, research, teaching, forensic science, public health and much more. Moreover, at a fundamental level we are all chemists. Each time we breathe, boil a kettle, or strike a match, a chemical reaction takes place. We develop and function as a consequence of chemical processes taking place in our body. Chemistry therefore plays a significant role in everyone’s lives.

Science really prospers and advances when individuals share the results of their experiments with others in the scientific community. There is a certain logic that scientific software should therefore be released under an open source license. This article focuses on selecting the best open source software for chemistry. Hopefully there will be something for interest here for all budding chemists.

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Top 20 Best Computer Algebra Systems for Linux in 2019

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Solving computational problems was the first inspiration behind the invention of computers. Although modern computers have come a long way since its inception, it continues to play the de-facto role in solving complex computations. A Computer Algebra System (CAS) is a software environment that allows tackling modern-day, complex computational problems without having to manipulate complicated equations or computational systems manually. These computer algebra systems can manipulate mathematical formulae in a manner similar to traditional mathematicians and thwarts away potential errors effectively. There are a wide variety of computer algebra systems for Linux, both general-purpose and specialized.

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Stellarium v0.19.1 has been released!

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Thank you very much to community for bug reports, feature requests and contributions!

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Also: Stellarium 0.19.1 Released with A Large List of Changes

KStars v3.2.3 is Released!

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Another minor release of the 3.2.X series is released, KStars v3.2.3 is out for Windows/Mac/Linux. This would probably the last minor release of the 3.2.X series with 3.3.0 coming into development now.

This release contains a few minor bug fixes and some few convenient changes that were requested by our users.

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More in Tux Machines

Fedora: GSoC, Fedora Program Management, PHP, Fedora Infrastructure, Test Day and EPEL

  • Fedora Community Blog: GSoC summer 2019: Fedora Gooey Karma

    The day GSoC projects list was published I started sorting out all the organizations that I’d enjoy working with. Being a Linux user/enthusiast I filtered down to a bunch of Linux distros and desktop managers. Sorting out all the projects, Fedora-Gooey-Karma seemed to be a project that suited the skills I have. Once I was sure that Fedora Gooey Karma is a project that I would love to work on during the summer, I mailed @sumantro about the project. We talked about the project on mails.

  • Fedora Community Blog: FPgM report: 2019-37

    Here’s your report of what has happened in Fedora Program Management this week. Fedora 31 Beta is go! I have weekly office hours in #fedora-meeting-1. Drop by if you have any questions or comments about the schedule, Changes, elections, or anything else.

  • PHP version 7.2.23RC1 and 7.3.10RC1

    Release Candidate versions are available in testing repository for Fedora and Enterprise Linux (RHEL / CentOS) to allow more people to test them. They are available as Software Collections, for a parallel installation, perfect solution for such tests (for x86_64 only), and also as base packages. RPM of PHP version 7.3.10RC1 are available as SCL in remi-test repository and as base packages in the remi-test repository for Fedora 30-31 or remi-php73-test repository for Fedora 29 and Enterprise Linux. RPM of PHP version 7.2.23RC1 are available as SCL in remi-test repository and as base packages in the remi-test repository for Fedora 29 or remi-php72-test repository for Enterprise Linux.

  • Karsten Hopp: Onboarding Fedora Infrastructure

    I'm using / working on Fedora since FC-1 and just recently joined the Infrastructure team.

  • Fedora Community Blog: Fedora 31 Gnome Test Day 2019-09-18

    Wednesday, 2019-09-18 is the Fedora 31 Gnome Test Day! As part of changes Gnome 3.34 in Fedora 31, we need your help to test if everything runs smoothly!

  • EPEL Bug: Bash errors on recent EL-8 systems.

    Last week, I got asked about a problem with using EPEL-8 on Oracle Enterprise Linux 8 where trying to install packages failed due to bad license file. I duplicated the problem on RHEL-8 which had not happened before some recent updates.

Games: CodeWeavers, gamepad and Cascade

  • Linux 5.4 To Fix Many Newer 64-bit Windows Games On Wine / Steam Play

    A kernel patch from CodeWeavers is landing in the Linux 5.4 kernel and will help some 64-bit Windows games run nicely under Wine (and the likes of CrossOver / Valve's Proton) with newer Intel and AMD systems. With the few x86 Assembly patches for Linux 5.4 is a UMIP addition by CodeWeavers' Brendan Shanks that ends up being quite important for running a number of Windows games under Proton/Wine on newer AMD/Intel Linux systems.

  • You may want to hold off on Linux Kernel 5.3 and systemd 243 if you use a gamepad

    Did you do a big system upgrade recently and notice you're having gamepad issues? You're not alone. Time to downgrade perhaps. To be clear this might only be an issue for the more bleeding-edge distributions which update more often, or those of you who are doing some manual updates to their system. The distributions that update more slowly like Ubuntu are likely unaffected right now.

  • Cascade – a turn-based text arcade game

    I wrote this game about 20 years ago. Glad to see it still compiled out of the box on the latest Linux distro! Download it from here. If anyone can remember the name or any details of the original 1980s MS-DOS game that I copied the idea from, please let me know in the comments.

GNOME's Sammy Fung and Bin Li

  • Molly de Blanc: Meet the GNOMEies: Sammy Fung

    Sammy is a freelancer, community organizer, and GNOME enthusiast from Hong Kong. For almost 20 years, Sammy has been using, GNOME and building community in Asia.

  • Bin Li: GUADEC 2019

    Thessaloniki is very peaceful place, every morning I liked to walk along the seaside to the venue. As usual, it was a great and enjoyable GUADEC, thanks to everyone who helped to make it. In core days I attended a lot of great talks in this year, I learned a lot of latest status of GNOME, and here are my favorite talks, “Managing GNOME Sessions with Systemd“, “State of the Shell“, “Packing up Boxes“, “Modernizing Desktop Linux Development with Containers“, “Is the Linux Desktop Really Dead?“. I also enjoy watching Lighting talks every year. In this year Britt Yazel’s lighting talks, I knew the GUADEC App was based on Connfa, and it’s also an open source project. This App is very convenient, I could check schedule at any time.

SUSE: YaST Development Sprint 84 and SUSE 'in Space'

  • Highlights of YaST Development Sprint 84

    The YaST Team finished yet another development sprint last week and we want to take the opportunity to let you all glance over the engine room to see what’s going on. Today we will confess an uncomfortable truth about how we manage the Qt user interface, will show you how we organize our work (or at least, how we try to keep the administrative part of that under control) and will give you a sneak peak on some upcoming YaST features and improvements. Let’s go for it!

  • Lunar Vacation Planning

    HPE, one of SUSE’s most important partners in High-Performance Computing and the advancement of science and technology, is now building NASA’s new supercomputer named “Aitken” to support Artemis and future human missions to the moon. HPE’s “Aitken” supercomputer will be built at NASA’s Ames Research Center and will run SUSE Linux Enterprise HPC (co-located where the Pleiades supercomputer – also SUSE-based – has been advancing research for several years). Aitken will run extremely complex simulations for entry, descent and landing on the moon as part of the Artemis program. The missions include landing the next humans on the lunar south polar region by 2024 (on the rim of the Shackleton crater, which experiences constant indirect sunlight for a toasty -300 degrees Fahrenheit).