Library for Online Learning Algorithms (LIBOL)

LIBOL is an open-source machine learning library that consists of a family of classical and state-of-the-art online learning algorithms for large-scale machine learning and data mining research. It includes two categories of online learning methods: regular linear online learning algorithms and kern...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: HOI, Steven, WANG, Jialei, ZHAO, Peilin
التنسيق: text
منشور في: Institutional Knowledge at Singapore Management University 2014
الموضوعات:
الوصول للمادة أونلاين:https://ink.library.smu.edu.sg/researchdata/14
http://libol.stevenhoi.org/
الوسوم: إضافة وسم
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المؤسسة: Singapore Management University
الوصف
الملخص:LIBOL is an open-source machine learning library that consists of a family of classical and state-of-the-art online learning algorithms for large-scale machine learning and data mining research. It includes two categories of online learning methods: regular linear online learning algorithms and kernel-based online learning algorithms.