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Изворен канал @pythonotes · Post #270 · 9 јул.

От многопоточных вычислений переходим к распределённым. То есть вычисления, происходящие на нескольких компьютерах. Конечно, в зависимости от задачи, вы можете взять готовые решения вроде CGRU или Deadline для рендеринга, charm4py или Dask для ML, или замутить что-то на AWS С2. Но хотелось бы чего-то попроще, попитоничней что ли) А ведь в Python есть средства "из коробки" для синхронизации нескольких процессов на разных хостах. Вот простой пример кода, который синхронизирует работу двух процессов на разных компьютерах. В этом случае используется процесс-посредник, который является синхронизирующим сервером. В примере создаётся некий Manager, который шарит общую для клиентов очередь. Все подключившиеся могут что-то в неё писать или забирать. В моём коде один процесс что-то "считает" и складывает в очередь, другой забирает и продолжает какие-то свои "расчёты". Если у вас есть несколько машин, то можете попробовать это запустить по сети (нужно заменить 'localhost' на IP-адрес сервера). Но и на локальной машине сработает. Gist 🌎 #libs#source#tricks

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AI & Law

@ai_and_law · Post #95 · 27.08.2023 г., 08:48

🌟AI Sunday Wonders: Breakthrough in AI-Assisted Communication for Paralysis Patients Hello everybody! This Sunday we explore new studies published in Nature showcase groundbreaking advances in brain implants, offering hope to individuals with paralysis or speech impairments. Led by Dr. Jaimie Henderson and his team at Stanford Medicine, the studies highlight neuroprostheses that can decode neural activity into words on a computer screen, audio speech, or animated avatars. The implants were tested on patients like Pat Bennett, diagnosed with amyotrophic lateral sclerosis (ALS) affecting her speech. By recording neural activity during speech attempts and decoding it into words, researchers achieved promising results. A 50-word vocabulary saw a 9.1% error rate during vocalization days, and a 125,000-word vocabulary had a 23.8% error rate. These findings indicate the potential to restore fluent conversation for paralysis patients. Dr. Henderson emphasized the transformative impact on communication, with a promising future where those unable to speak can stay connected with the world. Although the studies are proof of concept and require further testing, they pave the way for future breakthroughs, offering a glimpse of technology's potential to bridge communication gaps. #AI#MedicalTech#Neuroprosthetics#Paralysis#Communication#Breakthrough#AIInnovation

Venture Village Wall 🦄

@venturevillagewall · Post #4210 · 21.02.2025 г., 16:00

Latest Funding Rounds in Tech & Agri Funding highlights: - Johnvents Industries: $40.5M - Indigenous agribusiness in Africa. Read more - Valencia Technologies: $35M - Focused on tech innovations. Read more - Certn: $30M - Efficient background screening solutions. Read more - EG 427: $28.17M - DNA medicines for chronic diseases. Read more - Methuselah: $27.46M - Medical technology advancements. Read more - Spore.bio: $23M - Innovations in microbiology. Read more - Avandra Imaging: $17.75M - Imaging technology developments. Read more - Nuveen Green Capital: $15M - Sustainable real estate financing. Read more - METYCLE: $14.71M - Supplier access and product sales. Read more - fileAI: $14M - AI file automation solutions. Read more #Funding#Agribusiness#Tech#Sustainable#BackgroundCheck#Healthcare#MedicalTech#Microbiology#RealEstate#AI

🩻From Diamond Mines to Saving Lives! South African company Lodox Systems has developed a unique full-body X-ray scanner — the Lodox Statscan. It can capture a full-body image in just 13 seconds, while delivering 10 times less radiation than a standard X-ray. 📜 The technology dates back to the 1990s, when engineers at De Beers, a diamond mining company, designed the scanner to detect diamonds being smuggled out of mines. Later, this same technology was adapted for medical use — allowing for rapid and low-dose full-body imaging in emergency situations. 📍 The first Statscan installation outside South Africa was in 2003. Today, Lodox systems are used in hospitals and trauma centers around the world. #SouthAfrica#Innovation#MedicalTech#Lodox#Radiology#TraumaCare#AfricaInTheWorld#Xray#HealthTech