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مكتبة بايثون (River) تمكن نماذج ML من التعلم باستمرار مع تدفق البيانات: المستقبل أصبح هنا 🚀💡 يمكن للنموذج الآن التعلم عينة بعينة فور وصول البيانات الجديدة باستخدام مكتبة River في Python، والتي تفتح آفاقًا واسعة للتعلم الآلي المتدفق (Online ML). مميزات River 👇 ✴️ تدريب مستمر على تدفق البيانات: كل عينة جديدة تعلم النموذج فورًا دون الحاجة لإعادة التدريب. ✴️ يمكن للنموذج التعامل مع تغير سلوك المستخدمين أو الأنماط الجديدة للبيانات (Concept Drift). ✴️ خوارزميات جاهزة مثل الانحدار اللوجستي، وأشجار ا
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