http://deeplearning.net/software/theano/tutorial/index.html#basics
In terms of #algorithm availability, you can get plenty of algorithms out of the box with scikit-learn. And if you want to customize every detail of your #models, #Python has #Theano. In addition, Theano is easily configured to run on the #GPU, which gives you a cheap and easy way to get much higher speeds without having to change a single line of code or delve into performance details.
#operatsion_tizim
⚙️Operativ (tezkor) xotiradagi ziyon ko‘rgan sektorlarni qanday aniqlash mumkin?
ℹ️ Kompyuter ishlab turgan paytda operativ xotirada operatsion tizim, ishga tushirilgan dasturlar ma’lumotlari, shuningdek protsessor tomonidan ishlov beriluvchi kiruvchi, chiquvchi va oraliq ma’lumotlar joylashgan bo‘ladi. Operativ xotira bilan bog‘liq muammo mavjud bo‘lsa, bularning barchasi yomon ishlaydi.
✅MemTest86 - kompyuter yoki noutbukdagi operativ xotirani xatoliklar va ishlashidagi muammolarga qarshi tekshirish imkonini beruvchi bepul dastur. Yordamchi dasturning o‘ziga xosligi shundaki, u operatsion tizim tarkibida emas, balki fleshkaga yozib olib, BIOS orqali ishga tushiriluvchi alohida obraz ko‘rinishida kelishidir.
Bunday ishga tushirish usuli o‘z afzalliklariga ega: dastur operativ xotirani butunlay sinovdan o‘tkaza oladi va operatsion tizim unga xalaqit bermaydi. Operatsion tizim ishga tushmasa yoki uzilishlar bilash ishlagan taqdirda, siz xotira bilan bog‘liq muammolar bor yoki yo‘qligini aniqlab ko‘rishingiz mumkin.
Dastur butun xotirani oldindan mavjud ma’lumotlar bloklari qaytarilishlari bilan yozib to‘ldiradi, so‘ngra ikki o‘tishda: kichik manzillardan kattalariga qarab o‘tgan holda yozilgan ma’lumotni o‘qib solishtiradi. Mavjud bo‘lishi mumkin bo‘lgan barcha xatoliklarni aniqlash uchun protsedura turli xil ma’lumotlar namunalari uchun takrorlanadi.
Xotiraning alohida modulini tekshirganingiz maqsadga muvofiqdir, ya’ni bunda biz kompyuterni o‘chiramiz, uni ochamiz, operativ xotiraning bittadan boshqa barcha modullarini ajratib olamiz va kompyuterni ishga tushirgan holda uni tekshiramiz. Jarayon yakunlanganidan so‘ng – joriy modulni uzib, keyingisini ulaymiz va tekshirishda davom etamiz. Shunday qilib, muammolar aynan qaysi modulda yuzaga kelayotganini aniqlash mumkin.
📥MemTest86 dasturini yuklab olish.
📝 Manba:@itspecuz
👉🏼Birinchi raqamli Windows Blog | #ram / #foydali
#python#ai#ai_agent#ai_infra#kubernetes#sandbox
OpenSandbox is a general-purpose sandbox platform that lets you safely run AI applications, code, and agents in isolated environments. It provides multi-language SDKs for Python, Java, and JavaScript, making it easy to integrate into your projects. The platform supports Docker and Kubernetes runtimes, so you can run sandboxes locally or at scale. Key benefits include running code generated by AI models safely, executing data analysis, automating browser tasks, and training AI systems without risking your main system. Whether you're building coding agents, testing applications, or letting AI handle complex tasks, OpenSandbox gives you a secure, controlled space to experiment and execute code without side effects.
https://github.com/alibaba/OpenSandbox
#Python#statistics#R#Matlab
🧮
Curso avanzado de datos atipicos y outliers en R y Matlab
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Main channel: @repo_science
Coupons: @freecoupons_reposcience
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📰#iXDailyBrief
STAT
⚡️ Think consumers are apathetic to data misuse? Think again. 56% of people say they would stop buying from a business that mishandles their data, and 79% of people say they would tell friends and family to boycott an organisation based on data misuse (Source: Veritas)
INSIGHT
📱 A majority of Americans use #Facebook and #YouTube, but young adults are especially heavy users of #Snapchat and #Instagram: prs.pctvix.co/2KPK3Is
OTHER NEWS
💵#Revolut adds #Ripple and #BitcoinCash support: prs.pctvix.co/2GLXDKr
🐦#Twitter looks to woo smaller, Facebook-frustrated publishers with new site: prs.pctvix.co/2KRewFY
😂 Federal judge rules that #Trump can't block Twitter users: t.me/iXNews/25922
🚙#Apple reportedly partnering with Volkswagen to make self-driving employee shuttles: t.me/iXNews/25952
—
Do you have a #Telegram channel? Check this out: prs.pctvix.co/2kkLaVq
Have a great Thursday!
Ben, @iXNews
Туристы feat. Лучший Самый День - Гордыни.net
30 июня
на всех площадках
"Когда-нибудь все будут, просто честными людьми."
#туристы#лучшийсамыйдень#лсд#гордынинет#punkrock#punk#rock#music#musicyoutube#панкрок#панк#рок#Россия#Хабаровск #27 #new#youtube#followme#Russia#Khabarovsk#khv
#shell#arch#bash#discord#dpi#goodbyedpi#linux#nfqws#nftables#ubuntu#youtube#zapret
This Linux script (tested on Ubuntu 24.04 and Arch) easily sets up Zapret to bypass YouTube slowdowns and Discord blocks using Flowseal configs. Clone the repo, run `sudo bash main_script.sh` to pick a strategy (like general.bat), network interface, and save settings in conf.env for quick non-interactive launches or auto-start via `sudo bash service.sh`. It uses nftables, cleans up on stop, and skips auto-updates to stay stable. You get fast, reliable access to YouTube videos and Discord chats without hassle.
https://github.com/Sergeydigl3/zapret-discord-youtube-linux