Project details for LASVM

Logo LASVM 1.1

by leonbottou - August 3, 2009, 15:50:30 CET [ Project Homepage BibTeX Download ]

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Reference implementation of the LASVM online and active SVM algorithms as described in the JMLR paper. The interesting bit is a small C library that implements the LASVM process and reprocess operations with an efficient kernel cache.

The makefile produces a small executable for demonstration purposes. This executable can be used to replicate some experiments described int the paper. But the real power comes when you use the library. Antoine and Leon usually call it using Lush bindings, but Jason and Seyda calls it from C programs.

Changes to previous version:

Minor bug fix

BibTeX Entry: Download
Supported Operating Systems: Agnostic
Data Formats: None
Tags: Large Scale, Support Vector Machine, Active Learning, Kernels, Online Learning
Archive: download here

Other available revisons

Version Changelog Date

Minor bug fix

August 3, 2009, 15:50:30

Initial Announcement on

November 14, 2007, 14:09:34


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