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7 Great Linux Statistical Analysis Tools

Filed under
GNU
Linux
Software
Sci/Tech

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

Filed under
GNU
Sci/Tech

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:
ftp://ftp.gnu.org/gnu/gsl/gsl-2.6.tar.gz
ftp://ftp.gnu.org/gnu/gsl/gsl-2.6.tar.gz.sig
The GSL project homepage is http://www.gnu.org/software/gsl/
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

Filed under
KDE
Sci/Tech

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

Filed under
GNU
Sci/Tech

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:

https://www.gnu.org/s/gnuastro/manual/html_node/Gnuastro-library.html
https://www.gnu.org/s/gnuastro/manual/html_node/Gnuastro-programs-list.html
https://www.gnu.org/s/gnuastro/manual/html_node/General-program-usage-tutorial.html

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]:

  https://ftp.gnu.org/gnu/gnuastro/gnuastro-0.10.tar.gz     (5.2MB)
  https://ftp.gnu.org/gnu/gnuastro/gnuastro-0.10.tar.gz.sig (833B)
  https://ftp.gnu.org/gnu/gnuastro/gnuastro-0.10.tar.lz     (3.4MB)
  https://ftp.gnu.org/gnu/gnuastro/gnuastro-0.10.tar.lz.sig (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
here:
  https://www.gnu.org/s/gnuastro/manual/html_node/Dependencies.html

Best wishes,
Mohammad

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LabPlot has got some beautifying and lots of datasets

Filed under
KDE
Software
Sci/Tech

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

Filed under
GNU
Linux
Software
Sci/Tech

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

Filed under
Software
Sci/Tech

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

Filed under
Software
Sci/Tech

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!

Filed under
Software
Sci/Tech

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!

Filed under
KDE
Sci/Tech

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

Purism: A Privacy Based Computer Company

It all started when Todd Weaver, Founder and CEO of Purism, realized Big Tech could not be trusted as moral guardians of his and his children’s data. The current paradigm of corporations data hoarding is, as Todd describes it, built on “a tech-stack of exploitation”–and not by accident, but by design. Companies such as Google and Microsoft–and especially Facebook–intentionally collect, store and share user data to whomever they see fit. In recent events, the California Consumer Privacy Act, which becomes effective on January 1, 2020, will make residents of California able to know what personal data is being collected about them, know whether their personal data is sold or disclosed and to whom, say no to the sale of personal data, access their personal data, request a business delete any personal data information about a consumer collected from that consumer and not be discriminated against for exercising their privacy rights. This sounds good, and it is, but not according to Big Tech. Big Tech such as Facebook hired a firm to run ads that said things like “Your next click could cost you $5! Say no to the California Consumer Privacy Act”. Big Tech does not care about privacy, they care about their bottom line. This is where Purism comes in. Purism is a privacy focused company. Their devices, the Librem5, Librem13 and Librem15 run PureOS–a GNU/Linux distribution that puts privacy, security and freedom first, by design. It includes popular privacy-respecting software such as PureBrowser. The OS helps you “Surf the web safely without being tracked by advertisers or marketers” and allows you to easily encrypt your entire OS and data with your own encryption keys. This is huge, especially if you understand how much of your “private” data is actually being shared. Read more

Benchmarks: Linux Boot Times, 16-Core HoneyComb LX2K ARM Workstation and New PTS Release

  • A Look At The Speedy Clear Linux Boot Time Versus Ubuntu 19.10

    Given the interest last week in how Clear Linux dropped their kernel boot time from 3 seconds to 300 ms, here are some fresh boot time benchmarks of Clear Linux compared to Ubuntu 19.10 on both Intel and AMD hardware. The systemd-reported boot time was compared between the latest Clear Linux and Ubuntu 19.10 daily images. Ubuntu 19.10 was used for offering the bleeding-edge packages and being more in line to what is offered by the rolling-release Clear Linux. As well, Canonical has been working on some boot time improvements for Ubuntu 19.10.

  • 16-Core HoneyComb LX2K ARM Workstation Looks To Offer A Decent Performance Oomph

    When it comes to ARM-powered workstation boards there hasn't been a whole lot to get excited about with the likes of the Socionext 96Boards Developerbox being quite expensive and not yielding good performance or featureful boards compared to alternative Intel/AMD/POWER workstation/enthusiast boards. One of the more promising ARM workstation boards we have been following is the HoneyComb LX2K (formerly the "ClearFog" board) and it's looking like it could end up being a decent offering in this space. The HoneyComb LX2K / ClearFog is the 16-core mini-ITX workstation board we have been following since earlier this year. They have been aiming for this 16-core ARM workstation board for $500~750 USD and it looks like they will actually strike on the lower-end of that price-range.

  • Phoronix Test Suite 9.0 Released With New Result Viewer, Offline/Enterprise Benchmarking Enhancements

    Phoronix Test Suite 9.0 is now available as the latest quarterly feature release to our cross-platform, open-source automated benchmarking framework. With Phoronix Test Suite 9.0 comes a rewritten result viewer to offer more result viewing functionality previously only exposed locally via the command-line or through a Phoromatic Server (or OpenBenchmarking.org when results are uploaded), new offline/enterprise usage improvements, various hardware/software detection enhancements on different platforms, and a variety of other additions.

SDR dev kit builds on Zynq UltraScale+ RFSoC

Avnet has launched an “RFSoC Development Kit” that extends Xilinx’s eval kit for its Linux-powered, Zynq UltraScale+ RFSoC. The kit adds a Qorvo 2×2 Small Cell RF front-end for SDR prototyping and integrates MATLAB and Simulink. Xilinx launched its 5G-focused Zynq UltraScale+ RFSoC variant of its Arm/FPGA hybrid Zynq UltraScale+ MPSoc last year and then announced a Gen3 update in early February. Avnet has now launched an extended version of the Linux-driven Xilinx Zynq UltraScale+ RFSoC ZCU111 Evaluation Kit that adds a Qorvo 2×2 Small Cell RF Front-end 1.8GHz Card and MATLAB support for software-defined radio (SDR) prototyping, Read more Also: SMARC 2.0 module runs Linux on i.MX8M Mini

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