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🕊️ Hummingbird — инструмент от Microsoft, позволяющий преобразовывать классические ML алгоритмы в тензорные вычисления.

📝 Как это работает?
— Суть в том, что вместо привычного последовательного выполнения условий в деревьях Hummingbird использует матричные операции, что открывает доступ к GPU-ускорению и оптимизациям нейросетевых движков. При этом API остаётся знакомым любому, кто работал с scikit-learn — можно просто подменить модель без переписывания кода инференса.

Пока проект поддерживает не все алгоритмы, но уже охватывает ключевые сценарии ⚙️

🤖 GitHub

@machinelearning_interview

Machine learning Interview
🕊️ Hummingbird — инструмент от Microsoft, позволяющий преобразовывать классические ML алгоритмы в тензорные вычисления.

📝 Как это работает?
— Суть в том, что вместо привычного последовательного выполнения условий в деревьях Hummingbird использует матричные операции, что открывает доступ к GPU-ускорению и оптимизациям нейросетевых движков. При этом API остаётся знакомым любому, кто работал с scikit-learn — можно просто подменить модель без переписывания кода инференса.

Пока проект поддерживает не все алгоритмы, но уже охватывает ключевые сценарии ⚙️

🤖 GitHub

@machinelearning_interview
hottg.com/machinelearning_interview/1687
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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.

🕊️ Hummingbird — инструмент от Microsoft

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