⌨️ИИ и Python: изучаем нейросети на реальных задачах
Видео по нейросетям делятся на два типа: нудная теория и непонятная практика. Но этот плейлист — исключение, так как там дается и теоретический минимум, и сразу практика на реальных задачах.
1. Нейронные сети: краткая история триумфа
[11:05]
2. Структура и принцип работы полносвязных нейронных сетей
[14:28]
3. Персептрон – возможности классификации образов, задача XOR
[19:45]
4. Back propagation – алгоритм обучения по методу обратного распространения
[14:55]
5. Ускорение обучения, начальные веса, стандартизация, подготовка выборки
[13:27]
6. Переобучение – что это и как этого избежать, критерии останова обучения
[8:52]
Перейти к плейлисту
#python#нейросети
#bootloader unlock wall of shame
https://github.com/melontini/bootloader-unlock-wall-of-shame
updated guide, check it before buying a #phone
Over the past few years, a suspicious number of companies have started to "take care of your data", aka block/strictly limit your ability to unlock the bootloader on your own devices.
While this may not affect you directly, it sets a bad precedent. You never know what will get the axe next: Shizuku? ADB? Sideloading? I thought it might be a good idea to keep track of bad companies and workarounds.
#android
#Xiaomi#Bootloader#Unlock without PC (Phone-To-Phone)
Note: We are not responsible for any data loss or corrupt devices. Proceed at your own risk. This procedure requires the use of 2 Android phones and an OTG cable for ADB debugging. If this is your first time unlocking the bootloader or your device is using a new MIUI account, proceed with Step 2 after 7 days
Step 1 [Configuring Settings] [Primary Phone]:
» Go to Settings > About Phone: Click on MIUI Version multiple times until developer options are enabled
» Go to Settings Homepage > Additional Settings > Developer Options: Enable OEM Unlocking and USB Debugging
» Then go to Mi Unlock Status: Click on Add account and device
Step 2 [Installing Flash scripts] [Secondary Phone]:
» Download and install these 3 APKs on your secondary phone:
https://github.com/RohitVerma882/termux-miunlock/ (outdated?)
https://github.com/termux/termux-app/releases/
https://github.com/termux/termux-api/releases/
» Connect the primary phone to the secondary phone via OTG
» Boot the primary phone into fastboot mode
» Open the Termux app: Follow and run these commands one by one according to the instructions
👤Credits
Techbuzznet (Video instructions for Indians)
RohitVerma888
@WildWaze ( thx for help and banner)
https://t.me/popMODS/3621
#Unlock#bootloader#xiaomi#Android
HyperSploit
Bypass HyperOS restrictions on bootloader unlocking
https://github.com/TheAirBlow/HyperSploit/
https://xdaforums.com/t/hypersploit-bypass-hyperos-bootloader-unlocking-restrictions.4668775/
MiUnlockTool
Retrieve encryptData (token) for Xiaomi devices to unlock bootloader, it is compatible with all platforms.
https://github.com/offici5l/MiUnlockTool
termux-miunlock
A program that can be used to retrieve the bootloader unlock token for Xiaomi devices (and unlock the bootloader) using Termux
https://github.com/RohitVerma882/termux-miunlock/