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💎 PyTorch Geometric Temporal — проект, расширяющий возможности PyTorch Geometric для работы с динамическими графами. Это специализированная библиотека, которая помогает анализировать данные, где связи между объектами меняются со временем: от прогнозирования трафика до эпидемиологических моделей.

🧑‍💻 Проект имеет:
— Готовые реализации 15+ архитектур из научных статей
— Поддержка временных срезов данных и распределённого обучения через Dask
— Интеграция с PyTorch Lightning для удобной работы с GPU

Для старта достаточно pip install torch-geometric-temporal — в комплекте идут датасеты по эпидемиологии, энергетике и веб-трафику.

🤖 GitHub

@machinelearning_interview

Machine learning Interview
💎 PyTorch Geometric Temporal — проект, расширяющий возможности PyTorch Geometric для работы с динамическими графами. Это специализированная библиотека, которая помогает анализировать данные, где связи между объектами меняются со временем: от прогнозирования трафика до эпидемиологических моделей.

🧑‍💻 Проект имеет:
— Готовые реализации 15+ архитектур из научных статей
— Поддержка временных срезов данных и распределённого обучения через Dask
— Интеграция с PyTorch Lightning для удобной работы с GPU

Для старта достаточно pip install torch-geometric-temporal — в комплекте идут датасеты по эпидемиологии, энергетике и веб-трафику.

🤖 GitHub

@machinelearning_interview
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💎 PyTorch Geometric Temporal — проект

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