February 23rd 2017 | In version 1.2
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June 8th 2016 | We proudly present version 1.1. Changes include:
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Terminal version for Linux/OS X | liquidSVM.tar.gz | |
Terminal version for Windows (64bit) |
avx2: liquidSVM.zip avx: liquidSVM.zip sse2: liquidSVM.zip |
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Previous versions | v1.1 (June 2016), v1.0 (January 2016) |
Installation instructions for the command line versions. |
liquidSVM is licensed under AGPL 3.0. In case you need another license, please contact me. |
Read the demo vignette for a tutorial on installing liquidSVM-package and howto use it and the documentation vignette for more advanced installation options and usage.
Source package | liquidSVM_1.1.1.tar.gz |
Binaries (SSE2) | Windows (64bit), OS X |
On Linux-type systems usually a compiler is installed and hence the source package is used. On Windows and MacOS X you can use the binaries. If you want to compile the bindings from the source package, you have to install a compiler (Windows: install Rtools; on MacOS X install Xcode).
The other bindings are preview versions:
Status | Documentation | MATLAB | Tested by a few people, much better interface in preparation | README |
Java | Quite stable | README and Javadoc |
Python | Has not been tested much | README, demo (jupyter notebook), pydoc |
Spark | Tested on a few clusters with 8-12 machines | README |
covertype data set with 35.090 training and 34.910 test samples |
covertype data set with 522.909 training and 58.103 test samples |
I. Steinwart and P. Thomann. liquidSVM: A fast and versatile SVM package. ArXiv e-prints 1702.06899, February 2017. |