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Изворен канал @pythonotes · Post #418 · 9 мар.

Оператор pipe позволяет писать более компактный код, реализуя логику объединения данных (Union). Важно помнить, что его поведение зависит от контекста. Побитовые операции (логическое OR) result = 5 | 3 # 5 (0101) | 3 (0011) = 7 (0111) Самое главное - не путать с оператором or, это другое! Объединение множеств set_a = {1, 2, 3} set_b = {3, 4, 5} set_c = set_a | set_b # {1, 2, 3, 4, 5} set_c |= {5, 6} # {1, 2, 3, 4, 5, 6} Слияние словарей dict_1 = {"a": 1, "b": 2} dict_2 = {"b": 3, "c": 4} merged = dict_1 | dict_2 # {'a': 1, 'b': 3, 'c': 4} merged |= {"d": 5} # {'a': 1, 'b': 3, 'c': 4, 'd': 5} Аннотации типов, заменяет Union def process_data(value: int | str) -> None: print(value) Допустимо использовать в isinstance или issubclass isinstance(3, int | float) # True Паттерн-матчинг status_code = 404 match status_code: case 200 | 201 | 204: print("OK") case 400 | 404 | 500: print("ERROR") Для использования в своих классах требуется переопределить метод __or__ Так же нашел библиотеку pipe которая добавляет еще много возможностей. Рекомендую ознакомиться ;) #basic

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AI & Law

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

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🌟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

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