PyTorch Howsam | United States America (US)

Create: 2025-06-06 Update: 2025-07-14 13:56:04

مدل سری زمانی جدید TiRex که بر پایه معماری xLSTM ارائه شده، در لیدربرد Gift-Eval صدرنشینه.

در تصویر، لیدربرد GIFT-Eval دیده میشه که شامل لیستی از بهترین مدل‌های سری زمانی هست.

حالا GIFT-Eval چیه؟
سیستمی برای ارزیابی مدل‌های پیش‌بینی سری زمانی که با کلی دیتای متنوع کار می‌کنه.
۲۴ تا دیتاست داره که مجموعا شامل بیشتر از ۱۴۴ هزار سری زمانی و ۱۷۷ میلیون دیتاپوینت هست.
از ۷ حوزه مختلف جمع شده، با ۱۰ تا بازه زمانی متفاوت، ورودی‌های چندمتغیره و بازه پیش‌بینی از کوتاه‌مدت تا بلندمدت.

هدفش اینه که بشه مدل‌ها رو توی شرایط مختلف راحت‌تر و منصفانه‌تر با هم مقایسه کرد.
البته که به ما لیستی از بهترین‌های مدل‌های سری زمانی رو هم میده!

TiRex | GIFT-Eval

PyTorch Howsam

حالا GIFT-Eval چیه؟
سیستمی برای ارزیابی مدل‌های پیش‌بینی سری زمانی که با کلی دیتای متنوع کار می‌کنه.
۲۴ تا دیتاست داره که مجموعا شامل بیشتر از ۱۴۴ هزار سری زمانی و ۱۷۷ میلیون دیتاپوینت هست.
از ۷ حوزه مختلف جمع شده، با ۱۰ تا بازه زمانی متفاوت، ورودی‌های چندمتغیره و بازه پیش‌بینی از کوتاه‌مدت تا بلندمدت.

هدفش اینه که بشه مدل‌ها رو توی شرایط مختلف راحت‌تر و منصفانه‌تر با هم مقایسه کرد.
البته که به ما لیستی از بهترین‌های مدل‌های سری زمانی رو هم میده!

TiRex | GIFT-Eval

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مدل سری زمانی جدید TiRex که بر پایه معماری xLSTM ارائه شده، در لیدربرد Gift-Eval صدرنشینه.

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