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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

Events: Linux Fest Northwest and OSCON, Intel's OSTS, LibreOffice Hackfests and Debian at ICFP 2019

  • GNOME on the Road: Linux Fest Northwest and OSCON

    Linux Fest Northwest took place back in April, and we were there! Sri Ramkrishna and I hung out in Bellingham, Washington (USA), meeting GNOMEies, free software contributors, and open source enthusiasts.

  • Intel Shares Highlights From Their 2019 Open-Source Technology Summit

    Taking place back in May at the beautiful Skamania Lodge in Washington was Intel's OSTS 2019 for their annual Open-Source Technology Summit that traditionally was internal-only but has begun opening up including allowing external participants this year. I was at OSTS 2019 and it's by far my highlight of the year with many really great sessions and a lot of useful networking at the event. Intel's open-source team has now shared some video recordings from this open-source/Linux event. 

  • Annual Report 2018: LibreOffice Hackfests

    Most LibreOffice developers are working from their home offices, so hackfests provide a unique opportunity to spend some time working shoulder-to-shoulder with their peers. In 2018, LibreOffice developers and community members met at four hackfests in Brussels, Hamburg, Tirana and Munich.

  • ICFP 2019

    ICFP 2019 in Berlin ended yesterday, and it was – as always – a great pleasure. This year was particularly noteworthy for the quite affordable conference hotel and the absolutely amazing food during the coffee breaks.

OSS Leftovers

  • How open source is benefitting SUSE, its channel partners and customers

    Open source technology is being talked about even more rampantly today. Phillip Cockrell, Vice President of Global Channels, SUSE articulates, “More than anything, open source is the core of innovation. It is by all and for all and propelling all aspects of technology development today.” SUSE, a native open source software company, which provides reliable, software-defined infrastructure and application delivery solutions that give organisations greater control and flexibility, is a seasoned 25-year-old player in the domain.

  • What is AOSP? Android Open Source Project, the ‘Android without Google’

    AOSP is the acronym for Android Open Supply Challenge ; that’s, ‘Android Open Source Project’. So it's simply the supply code of Android, the cellular working system of the Mountain View firm. However what’s it for? Its fundamental software is by OEMs; cellular producers obtain AOSP and make their 'ROM inventory', but additionally serves as the premise for customized ROMs and forks. AOSP, or Android Open Supply Challenge, isn’t the identical as Android Inventory . Whereas AOSP is the supply code of the working system, Android Inventory is the 'pure model' with out bloatware of any sort and solely with apps and Google providers, in addition to the native launcher. AOSP, nevertheless, is the premise of Android Vanilla , which is the model that’s distributed to smartphone producers and is topic to modifications. On it, the producer's personal purposes and providers are launched, and naturally the customization layer and the variations which can be essential for particular elements to work.

  • How to Avoid Technical Debt in Open Source Projects
  • Introducing OpenDrop, an open-source implementation of Apple AirDrop written in Python

    A group of German researchers recently published a paper “A Billion Open Interfaces for Eve and Mallory: MitM, DoS, and Tracking Attacks on iOS and macOS Through Apple Wireless Direct Link”, at the 28th USENIX Security Symposium (August 14–16), USA. The paper reveals security and privacy vulnerabilities in Apple’s AirDrop file-sharing service as well as denial-of-service (DoS) attacks which leads to privacy leaks or simultaneous crashing of all neighboring devices. As part of the research, Milan Stute and Alexander Heinrich, two researchers have developed an open-source implementation of Apple AirDrop written in Python – OpenDrop. OpenDrop is like a FOSS implementation of AirDrop. It is an experimental software and is the result of reverse engineering efforts by the Open Wireless Link project (OWL). It is compatible with Apple AirDrop and used for sharing files among Apple devices such as iOS and macOS or on Linux systems running an open re-implementation of Apple Wireless Direct Link (AWDL).

  • The Top 13 Free and Open Source Storage Solutions

    In this article we will examine free and open source storage solutions by providing a brief overview of what to expect, as well as blurbs on each tool.

  • Open Source Origination Technology Platform for Online Lenders

    DigiFi was founded by Joshua Jersey and Bradley Vanderstarren in 2014. It started its life as Promise Financial, an online lender, and raised $110 million in credit capital. It built up its own proprietary tech as there was no solution provider in 2014 offering an end-to-end loan origination platform that could automate the entire process. They sold off the tech to a large lending institution in 2017 and pivoted to DigiFi, one of the world’s first open source loan origination systems (LOS) which equips the lenders with flexible and modern tools to create unique platforms and digital experiences.

  • IT favors open source networking over Cisco ACI, VMware NSX

    Companies trying to avoid or lessen the use of expensive network automation software from Cisco and VMware are turning to open source tools that are often good enough for many tasks associated with managing complex modern networks. Cisco's application-centric infrastructure (ACI) and VMware's NSX are powerful technologies for operating networks built on the vendors' respective products. But many large enterprises have data centers filled with perfectly good multivendor hardware and software that very few organizations are willing to swap for an all Cisco or VMware alternative. Therefore, companies are turning to open source networking products, such as Ansible, Chef, Puppet and SaltStack, for automating many network-related chores across as much of the data center as possible, while relegating ACI and NSX to Cisco- or VMware-only portions of the network.

  • What Attorneys Should Know About Open Source Software Licensing

    With the next waves of technological change, such as autonomous vehicles, blockchain, and IoT, newer, more complex OSS licenses may be drafted, and argued in the courts, to protect the interests of software innovators and the OSS community.

Open Data: Schlumberger and Waymo

  • Schlumberger open-sources data ecosystem, contributing to industrywide data development
  • Schlumberger Open Sources Data Ecosystem

    Oilfield services company Schlumberger said it will open source its data ecosystem and contribute to The Open Group Open Subsurface Data Universe (OSDU) Forum to accelerate the delivery of the OSDU Data Platform. The OSDU Forum is an international forum of oil and gas operators, cloud services companies, technology providers, suppliers of applications to oil and gas operators, academia and other standards organizations working together to develop an open, standards-based, data platform that will bring together exploration, development and wells data.

  • Waymo open-sources data set for autonomous vehicle multimodal sensors

    Waymo, the Alphabet subsidiary that hopes to someday pepper roads with self-driving taxis, today pulled back the curtains on a portion of the data used to train the algorithms underpinning its cars: The Waymo Open Dataset. Waymo principal scientist Dragomir Anguelov claims it’s the largest multimodal sensor sample corpus for autonomous driving released to date. “[W]e are inviting the research community to join us with the [debut] of the Waymo Open Dataset, [which is composed] of high-resolution sensor data collected by Waymo self-driving vehicles,” wrote Anguelov in a blog post published this morning. “Data is a critical ingredient for machine learning … [and] this rich and diverse set of real-world experiences has helped our engineers and researchers develop Waymo’s self-driving technology and innovative models and algorithms.”

Linux Foundation: Open Mainframe, Cloud Native Computing Foundation, IBM and More