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Artificial intelligence/Machine learning

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OSS
Sci/Tech
  • Is your AI being handed to you by Google? Try Apache open source – Amazon's AWS did

    Surprisingly, the MXNet Machine Learning project was this month accepted by the Apache Software Foundation as an open-source project.

    What's surprising about the announcement isn't so much that the ASF is accepting this face in the crowd to its ranks – it's hard to turn around in the software world these days without tripping over ML tools – but rather that MXNet developers, most of whom are from Amazon, believe ASF is relevant.

  • Current Trends in Tools for Large-Scale Machine Learning

    During the past decade, enterprises have begun using machine learning (ML) to collect and analyze large amounts of data to obtain a competitive advantage. Now some are looking to go even deeper – using a subset of machine learning techniques called deep learning (DL), they are seeking to delve into the more esoteric properties hidden in the data. The goal is to create predictive applications for such areas as fraud detection, demand forecasting, click prediction, and other data-intensive analyses.

  • Your IDE won't change, but YOU will: HELLO! Machine learning

    Machine learning has become a buzzword. A branch of Artificial Intelligence, it adds marketing sparkle to everything from intrusion detection tools to business analytics. What is it, exactly, and how can you code it?

  • Artificial intelligence: Understanding how machines learn

    Learning the inner workings of artificial intelligence is an antidote to these worries. And this knowledge can facilitate both responsible and carefree engagement.

  • Your future boss? An employee-interrogating bot – it's an open-source gift from Dropbox

    Dropbox has released the code for the chatbot it uses to question employees about interactions with corporate systems, in the hope that it can help other organizations automate security processes and improve employee awareness of security concerns.

    "One of the hardest, most time-consuming parts of security monitoring is manually reaching out to employees to confirm their actions," said Alex Bertsch, formerly a Dropbox intern and now a teaching assistant at Brown University, in a blog post. "Despite already spending a significant amount of time on reach-outs, there were still alerts that we didn't have time to follow up on."

More in Tux Machines

Programming: Bugs, Mistakes, and Python

  • Living on the command line: Why mistakes are a good thing
  • Getting started with functional programming in Python using the toolz library
    In the second of a two-part series, we continue to explore how we can import ideas from functional programming methodology into Python to have the best of both worlds. In the previous post, we covered immutable data structures. Those allow us to write "pure" functions, or functions that have no side effects, merely accepting some arguments and returning a result while maintaining decent performance.
  • The code's crashed again, but why? Tell us your war stories of bugs found – and bugs fixed
    Even the best software goes wrong from time to time. So, what exactly happens when it throws a wobbly, especially when it's a key component in a production environment? Whether it's a total crash, a transaction failure, or the mangling of important data, there's going to be some kind of business impact. And the more the problem persists, the greater the level of pain, loss, and disruption. Everyone wants faults identified, diagnosed, and fixed ASAP. Identification is not normally a challenge – user complaints, curses, screams, and threats usually provide a pretty good clue. But before anyone can prioritize and schedule a fix, someone needs to diagnose the problem.

Lakka – Transform Your Old PC into a Retrogaming Console

Lakka is a free, lightweight, and open-source Linux distro that turns a small PC into a full-blown game console. It features a beautiful and user-friendly UI with eye candy colours and a PS4-like User Experience. You can install it on your SD card and easily set it up or run it LIVE. Its wide range of joypad support allows you to use PlayStation, XBox, and Nintendo game controllers. If you don’t have a PC to use Lakka on you can dedicated hardware at a cost as low as $30 thanks to its support for a variety of computers not excluding Raspberry Pi, Raspberry 2, HummingBoard, Banana Po, Odroid, CuBox-i, Cubietruck, and Cubieboard 2. Lakka is the official OS of RetroArch which takes care of its inputs and display, and it implements all game systems as a libretro core. This separation ensures that users are able to configure their setup once and have their changes effected across all game systems. Read more

VirtualBox 6.0 Beta 1

  • Announcement: VirtualBox 6.0 Beta 1 released
    Please do NOT use this VirtualBox Beta release on production machines! A VirtualBox Beta release should be considered a bleeding-edge release meant for early evaluation and testing purposes.
  • Oracle Pushes VirtualBox 6.0 Into Public Beta
    Oracle's Munich developers responsible for maintaining the VirtualBox virtualization software this morning announced the first public test release of the upcoming VirtualBox 6.0. While VirtualBox 6.0 is referred to as "a new major release", as of the beta one stage there are just a few features to note. With VirtualBox 6.0 Beta 1 there is support for exporting a virtual machine to the Oracle Cloud Infrastructure. The second listed feature at this stage for v6.0 are improvements to the graphical user-interface for this VM software.

Games: MMORPGs, Disappointment From One Hour One Life and Linux port of Total War: WARHAMMER II