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Create: 2025-06-27 Update: 2025-07-09 01:17:38

⏰ STUMPY: умный анализ временных рядов

STUMPY — это мощная и масштабируемая библиотека Python для работы с временными рядами. Она эффективно вычисляет матричный профиль, который помогает находить ближайшие соседи для каждого подотрезка временного ряда.

С его помощью можно решать задачи:

✔️ Поиск повторяющихся паттернов.
✔️ Обнаружение аномалий.
✔️ Выделение ключевых подотрезков (shapelets).
✔️ Семантическая сегментация.
✔️ Анализ потоковых данных.
✔️ Быстрое приближённое вычисление матричных профилей.
✔️ Построение временных цепочек.
✔️ Краткое представление длинных временных рядов.

👉 Подробнее — в документации.

А это наш курс для тех, кто хочет прокачаться в ИИ → «AI-агенты для DS-специалистов» 🙌

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How Do Japanese Show They Care? By Sending a Telegram.

TOKYO — When he got married this summer, Hiroshi Kanno, who works at a security services firm in Tokyo, wanted to make a big statement that would impress his future in-laws. So he asked for his company’s president to send a congratulatory telegram. It arrived during the wedding party and was read aloud. “It really pumped up the atmosphere,” Mr. Kanno, 33, said. “I felt like a celebrity,” added his wife, Asuka, a 31-year-old office administrator. They posted photos of that message and another wedding telegram on Twitter, along with the his-and-her Hello Kitty dolls that were delivered with the notes.

⏰ STUMPY: умный анализ временных рядов

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