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17%
Getting started with AI
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © Lightwise, 123RF.com
with a 100 percent (1.0) probability in a specific class and a zero in all other classes. Neural networks generalize; they don't give you a 100 percent specific answer. However, if you look at all
17%
Keras: Getting Started with AI
03.12.2024
Home »  HPC  »  Articles  » 
.add(layers.BatchNormalization()) model.add(layers.Dropout(0.5)) Finally, the last layer is a dense layer where the output number of neurons is 10 , which matches the number of classes of images: model
17%
Create a high availability VM with  DRBD9  and Reactor
07.10.2025
Home »  Archive  »  2025  »  Issue 89: Autom...  » 
Photo by Emma Simpson on Unsplash
. Listing 1 DRBD Resource for VM # vi /etc/drbd.d/proxy.res resource proxy { device drbd0; disk /dev/drbd/proxy; meta-disk internal; on alice { address 10.42.0.100:7789; node-id 0
17%
Reducing the Attack Surface in Windows
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
Photo by Sander Sammy on Unsplash
No a8f5898e-1dc8-49a9-9878-85004b8a61e6 Blocks Win32 API calls from Office macros No 92e97fa1-2edf-4476-bdd6-9dd0b4dddc7b Deploys advanced protection against ransomware
17%
News for Admins
04.12.2024
Home »  Archive  »  2024  »  Issue 84: Non-R...  » 
 
Open Source AI Definition Now Available Version 1.0 of the Open Source AI Definition (OSAID – https://opensource.org/ai) is now available. The definition, which was developed through a year
17%
Moving HPC to the cloud
31.10.2025
Home »  Archive  »  2012  »  Issue 11: Cloud...  » 
© Zarko Cvijovic, 123RF.com
of options, including dual four-core Xeon, dual six-core Xeon, or quad 12-core AMD processors ranging in speed from 2.2 to 2.9GHz with 24 to 128GB of RAM per server and up to 1TB of scratch local storage per
17%
Linux small business servers compared
31.10.2025
Home »  Archive  »  2012  »  Issue 11: Cloud...  » 
© Umzugskartons, fotolia.
of Ubuntu 10.04 LTS, whereas v3.0 [5] makes the jump to Ubuntu 12.04 LTS. As an alternative, the beta version 2.3 is available for download. Building Under Ubuntu Targeted at small and medium
17%
Self-hosted Pritunl VPN server with MFA
26.03.2025
Home »  Archive  »  2025  »  Issue 86: Data...  » 
Lead Image © Darko Novakovic, fotolia.com
address. In this example, the network is 192.168.179.0/24, and I have configured the Ubuntu virtual machine to use a static IP address of 192.168.179.240 (Figure 2
17%
The best performance yet
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © Lucy Baldwin, 123RF.com
in combination with a card supporting the extended standard (SDXC). CQ mode was introduced in 2017 with version 6.0 of the SD specification [4], but although the Linux kernel had been supporting CQ mode for e
17%
Web applications with Julia
26.01.2025
Home »  Archive  »  2025  »  Issue 85: Monit...  » 
Lead Image © sony sivanandan, 123RF.com
.1", PORT) do ws 08 for msg in ws 09 d = Meta.parse(JSON.parse(msg)["s"]) 10 @info d 11 @info typeof(d) 12 WebSockets.send(ws, """

You picked $d

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