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| Name: libsvm-python | Distribution: Fedora Project |
| Version: 3.23 | Vendor: Fedora Project |
| Release: 3.el7 | Build date: Tue Aug 28 18:09:26 2018 |
| Group: Development/Libraries | Build host: buildvm-ppc64-15.ppc.fedoraproject.org |
| Size: 168355 | Source RPM: libsvm-3.23-3.el7.src.rpm |
| Packager: Fedora Project | |
| Url: http://www.csie.ntu.edu.tw/~cjlin/libsvm/ | |
| Summary: Python2 tools and interfaces for libsvm | |
Python2 tools and interfaces for libsvm. Install this package if you want to develop programs with libsvm in Python2.
BSD
* Tue Aug 28 2018 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 3.23-3
- Fix Provides/Obsoletes for old python subpackage
* Thu Jul 26 2018 Ding-Yi Chen <dchen@redhat.com> - 3.23-2
- Add -javadoc subpackage
- Use macro rhel instead of el_version
- qt5 in EL should be qt5-qtbase
* Thu Jul 19 2018 Ding-Yi Chen <dchen@redhat.com> - 3.23-1
- Upstream update to 3.23
+ add more digits of predicted file, model file, scaled data and data
from matlab libsvmwrite: to .17g
+ svm-toy-gtk is no longer supported
+ Dependency qt is updated to qt5
- probability output:
+ if 2 classes, directly output the predited probabilities
rather than run the iterative algorithms for multi-class situations
- java:
+ libsvm.jar generated by java 1.7 rather than 1.5
+ change the use of "_" in svm.java, which won't be allowed in later java
- python:
+ split to python2 and python3
* Fri Jul 13 2018 Fedora Release Engineering <releng@fedoraproject.org> - 3.21-8
- Rebuilt for https://fedoraproject.org/wiki/Fedora_29_Mass_Rebuild
* Wed Feb 07 2018 Fedora Release Engineering <releng@fedoraproject.org> - 3.21-7
- Rebuilt for https://fedoraproject.org/wiki/Fedora_28_Mass_Rebuild
* Sat Aug 19 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 3.21-6
- Python 2 binary package renamed to python2-libsvm
See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
* Thu Aug 03 2017 Fedora Release Engineering <releng@fedoraproject.org> - 3.21-5
- Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Binutils_Mass_Rebuild
* Wed Jul 26 2017 Fedora Release Engineering <releng@fedoraproject.org> - 3.21-4
- Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild
* Fri Feb 10 2017 Fedora Release Engineering <releng@fedoraproject.org> - 3.21-3
- Rebuilt for https://fedoraproject.org/wiki/Fedora_26_Mass_Rebuild
* Mon Nov 07 2016 Than Ngo <than@redhat.com> - 3.21-2
- bz#1392340, enable java part on ppc64
* Wed Jul 20 2016 Ding-Yi Chen <dchen@redhat.com> - 3.21-1
- Upstream update to 3.21
- Fixes Bug 1277450 - libsvm(-java) remove versioned jars from {_javadir}
* Wed Jun 17 2015 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.20-5
- Rebuilt for https://fedoraproject.org/wiki/Fedora_23_Mass_Rebuild
* Sat May 02 2015 Kalev Lember <kalevlember@gmail.com> - 3.20-4
- Rebuilt for GCC 5 C++11 ABI change
* Tue Jan 20 2015 Ding-Yi Chen <dchen@redhat.com> - 3.20-3
- Fix for RHEL6
* Tue Jan 20 2015 Ding-Yi Chen <dchen@redhat.com> - 3.20-2
- Upstream update to 3.20
* Fri Dec 19 2014 Jerry James <loganjerry@gmail.com> - 3.18-7
- Install maven POM and depmaps (bz 1175898)
* Sun Aug 17 2014 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.18-6
- Rebuilt for https://fedoraproject.org/wiki/Fedora_21_22_Mass_Rebuild
* Thu Jul 10 2014 Richard Hughes <richard@hughsie.com> - 3.18-5
- Do not use vendor prefixes on Fedora
* Sat Jun 07 2014 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.18-4
- Rebuilt for https://fedoraproject.org/wiki/Fedora_21_Mass_Rebuild
* Mon Apr 28 2014 Ding-Yi Chen <dchen@redhat.com> - 3.18-3
- EPEL5 desktop files need vendor.
* Mon Apr 28 2014 Ding-Yi Chen <dchen@redhat.com> - 3.18-2
- Fixed Bug 1090844 - libsvm-java has unresolved dependencies on epel6 testing
* Tue Apr 22 2014 Ding-Yi Chen <dchen@redhat.com> - 3.18-1
- Upstream update to 3.18
- svm.cpp and svm-scale.c: check return values of fscanf
- matlab interface: Makefile no longer handles octave
because make.m should be used
* Fri Mar 28 2014 Michael Simacek <msimacek@redhat.com> - 3.17-4
- Use Requires: java-headless rebuild (#1067528)
* Sat Aug 03 2013 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.17-3
- Rebuilt for https://fedoraproject.org/wiki/Fedora_20_Mass_Rebuild
* Thu Apr 25 2013 Jon Ciesla <limburgher@gmail.com> - 3.17-2
- Drop desktop vendor tag.
* Sat Apr 13 2013 Ding-Yi Chen <dchen@redhat.com> - 3.17-1
- Upstream update from 3.13 to 3.17
svm.c and svm.h:
add sv_indices in model structure, so users can know which training instances are SVs
two library funs svm_get_sv_indices and svm_get_nr_sv are added
max_iter warning moved to stderr so -q won't disable it
svm-train.c:
usage modified to stress that multiclass is supported
svm-predict.c:
add -q for svm-predict
svm-scale.c:
issue a warning if feature indices do not start from 1
issue a warning for inconsistency between scaling-factor file and input file
tools:
subset.py is written to be much faster
fix the bug of not freeing sv_indices
tools/grid.py:
-null option: allow the search on C or g only
-resume option: resume tasks from an earlier run
can be called as a python module
python interface:
local package searched first
libsvm options can be str or list
param.show() becomes print(param)
tools/:
easy.py fails in 3.15. Fix it by modifying grid.py
svm.cpp:
if class labels are 1 and -1, ensure labels[0] = 1 and labels[1] = -1
initialize model->sv_indices as null in svm_load_model
if nr_fold > # data, change nr_fold to be # data and ro leave-one-out cv
matlab interface:
handle the problem where output variables are not specified
* Thu Feb 14 2013 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.12-3
- Rebuilt for https://fedoraproject.org/wiki/Fedora_19_Mass_Rebuild
* Thu Jul 19 2012 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.12-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_18_Mass_Rebuild
* Wed Apr 04 2012 Ding-Yi Chen <dchen@redhat.com> - 3.12-1
- Upstream update:
svm-toy: support loading/saving of regression data
python interface: handle the issue of the "0th" feature if using lists
tools/grid.py: not redrawing contour if c,g, cv doesn't change
add setlocale when saving and loading model so not affected by users' locale
* Thu Jan 12 2012 Ding-Yi Chen <dchen@redhat.com> - 3.11-3
- Fixed Bug 646154 - libsvm-python's pth is not set correctly
* Fri Jun 17 2011 Ding-Yi Chen <dchen@redhat.com> - 3.11-1
- Upstream update:
+ Set max number of iterations in the main loop of solvers
+ matlab:
new make.m for unix/mac/windows and for matlab/octave
+ matlab and python:
fix a problem that decision values returned by svmpredict is empty if number of classes = 1
* Fri Jun 17 2011 Ding-Yi Chen <dchen@redhat.com> - 3.1-2
- Fix the build error on EL-5
* Tue Jun 14 2011 Ding-Yi Chen <dchen@redhat.com> - 3.1-1
- svm tools is now installed in /usr/bin as svm-*.py
i.e. tools/easy.py is linked as svm-easy.py.
- Upstream update:
+ MATLAB interface:
+ Merge matlab interface to core libsvm
+ Using mexPrintf() when calling info() in MATLAB interface.
+ Both 32- and 64-bit windows binary files are provided
+ Java:
Math.random is replaced by Random in java interface
+ Python interface:
subroutines to get SVs
relative path to load *.dll and *.so
+ svm.cpp:
null pointer check before release memory in svm_free_model_content()
svm_destroy_model() no longer supported.
+ svm-train.c and svm-predict.c
Better format check in reading data labels
+ svm-toy:
fix the svm_toy dialog path
+ tools:
Using new string formatting/encoding in tools/*.py
clearer png output, fix grid.py legend
* Tue Feb 08 2011 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 3.0-3
- Rebuilt for https://fedoraproject.org/wiki/Fedora_15_Mass_Rebuild
* Tue Dec 14 2010 Ding-Yi Chen <dchen@redhat.com> - 3.0-2
- Fixed [Bug 661404] New: Wrong symbolic link libsvm.so
* Mon Nov 08 2010 Ding-Yi Chen <dchen@redhat.com> - 3.0-1
- Fixed the spelling errors of svm-toy-gtk and svm-toy-qt
- Upstream update:
* Move model structure to svm.h
* Two functions for freeing a model (content or the whole model)
* QD from Qfloat to double (better precision because SSE on 64-bit machines less accurate than i387 on 32-bit
* exit status for checkdata.py
* old python interface (swig) is removed
* Wed Jul 21 2010 David Malcolm <dmalcolm@redhat.com> - 2.91-2
- Rebuilt for https://fedoraproject.org/wiki/Features/Python_2.7/MassRebuild
* Wed Apr 07 2010 Ding-Yi Chen <dchen@redhat.com> - 2.91-1
- Fixed Bug 564887 - FTBFS libsvm-2.90-3.fc13
- Upstream update:
* completely new python interface using ctype
* new way to set the print_string function
* Java: able to load model from a BufferedReader directly
* fix grid.py so -log2c can be run under python 2.6 or after
* Thu Nov 05 2009 Ding-Yi Chen <dchen@redhat.com> - 2.90-2
- Obsoletes libsvm-java for ppc and ppc64.
* Wed Nov 04 2009 Ding-Yi Chen <dchen@redhat.com> - 2.90-1
- Upstream update to 2.9, change to 2.90 for conveniently update.
+ tools/*.py can be run under python 3.0
+ svm_set_quiet() in python interface to disable outputs
+ check gamma < 0
+ internal functions to be static
* Fri Sep 18 2009 Ding-Yi Chen <dchen@redhat.com> - 2.89-4
- Fixed [Bug 524108] put libsvm.jar into _javadir
+ Move livsvm.jar to _javadir
+ Move test_applet.html to _datadir/doc/libsvm-<version>
- Buildrequire changed to java-devel>=1.5.0, jpackage-utils
- Require changed to java>=1.5.0, jpackage-utils
* Wed Sep 16 2009 Ding-Yi Chen <dchen@redhat.com> - 2.89-3
- Fix the building for EL-5
Note that libsvm-java on ppc and ppc64 for EL-5 is excluded,
as java-1.6.0-openjdk-devel for them do not exist yet.
- Change the Java buildrequires from java-sdk to java-1.6.0-openjdk-devel
- Fix [Bug 521194] Python: 'import libsvm' doesn't work.
By adding __init__.py to libsvm_python_dir
* Sat Jul 25 2009 Fedora Release Engineering <rel-eng@lists.fedoraproject.org> - 2.89-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_12_Mass_Rebuild
* Fri Apr 03 2009 Ding-Yi Chen <dchen@redhat.com> - 2.89-1
- Upstream Update to 2.89:
+ reduce input/loading time of svm-train/svm-predict by half
+ pointer function so users can specify their own outputs
+ remove info_flush()
+ a extern variable libsvm_version
+ svm-train -q option (disable outputs)
+ svm-scale: warning if more nonzero produced
+ easy.py: popel.communiate() to avoid some deadlock (if lots of
outputs when #classes is large)
* Mon Nov 10 2008 Ding-Yi Chen <dchen@redhat.com> - 2.88-2
- Fix java BuildRequire and Build
- javadoc have been removed because ppc and ppc64 do not have a
suitable package to build javadoc in F-8, nor does javadoc
provide much useful information.
* Wed Nov 05 2008 Ding-Yi Chen <dchen@redhat.com> - 2.88-0
- Note:
+ SO version now follows upstream, i.e. SHVER=1, as upstream start to build shared library now.
Be aware that previously SO version of libsvm.so is libsvm.so.2.86, which looks higher than
the current SO version libsvm.so.1.
+ Replaced java-1.5.0-gcj-devel with java-1.6.0-openjdk-devel.
+ java sub-package now have javadoc.
- Upstream update
+ From 2.87: 2008/10/13
* svm-toy/qt updated to qt4 from qt3
* fix a bug in svm-scale.c
* max feature index of -r file is considered
* Makefile: add make lib; add -Wconversion and -fPIC in Makefile
* Add "rb" in load_model of svm.cpp
* Simplify do_shrinking of svm.cpp
* Change the order of loops in reconstrict_gradient of svm.cpp
* save the number of kernel evaluations
* Add python/setup.py
+ From 2.88: 2008/10/30
* better gradient reconstructions
* issue a warning when -h 0 may be faster
* Tue Apr 29 2008 Ding-Yi Chen <dchen@redhat.com> - 2.86-13
- Fix svm-toy-qt clear button does not clear.
(from Hsiang-Fu Yu in National Taiwan University)
* Thu Apr 03 2008 Ding-Yi Chen <dchen@redhat.com> - 2.86-12
- Correct changelog date
* Thu Apr 03 2008 Ding-Yi Chen <dchen@redhat.com> - 2.86-11
- Fix the Qt path problem
* Wed Apr 02 2008 Ding-Yi Chen <dchen@redhat.com> - 2.86-4
- Support both Qt3 for F8 and earlier, and Qt4 for F9
* Tue Apr 01 2008 Ding-Yi Chen <dchen@redhat.com> - 2.86-0
- Upstream update to 2.86
- svm-scale for java
- version number in svm.h and svm.m4
- rename svmtrain.exe to svm-train.exe
- python: while 1 --> while True, Popen -> call
- show best parameters on the contour of grid.py
- LIBSVM_VER_MAJOR and LIBSVM_VER_MINOR are defined in libsvm.spec instead in
* Tue Mar 11 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-6
- Fix build error.
* Mon Mar 10 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-5
- [Bug 436392]: Fix by copy from right place.
- Add desktop files and icons for svm-toy-gtk and svm-toy-qt
* Mon Feb 11 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-4
- Move gnuplot from BuildRequires to Requires
* Thu Feb 07 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-3
- Fix linker name (libsvm.so)
- Linked to dynamic libraries
* Tue Feb 05 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-2
- Fix svm-toy-qt build error
* Tue Feb 05 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-1
- Fix svm-toy-gtk build error
* Mon Feb 04 2008 Ding-Yi Chen <dchen@redhat.com> - 2.85-0
- Upgrade to 2.85
- Include guide.pdf in main package
- Change the dependent from eclipse-ecj to java-1.5.0-gcj
- Add svm-toy-gtk
- Add svm-toy-qt
* Thu Dec 20 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-9
- [Bug 254091] Comment 19
- Fix python/Makefile
* Thu Dec 13 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-8
- Fix improper sed.
- Change ldconfig to /sbin/ldconfig
- Add gnuplot dependency for libsvm-python, as tools/easy.py needs it.
* Mon Dec 03 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-7
- [Bug 254091] Review Request: libsvm - A Library for Support Vector Machines (Comment #12)
* Wed Sep 26 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-6
- Add defattr to each subpackage
- Move libsvm.so to libsvm
* Mon Sep 24 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-5
- Split out libsvm-java
- Add libsvm.so
* Thu Aug 30 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-4
- Refined description.
- Fix the /tmp/python.ver problem
* Mon Aug 27 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-3
- Fix dependency problem
* Mon Aug 27 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-2
- Fix mock error
- Support Python 2.4 and Python 2.5
* Mon Aug 27 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-1
- Fix rpmlint error
- Move python related files to libsvm-python
* Fri Aug 17 2007 Ding-Yi Chen <dchen@redhat.com> - 2.84-0
- initial packaging
/usr/bin/svm-checkdata.py /usr/bin/svm-easy.py /usr/bin/svm-grid.py /usr/bin/svm-subset.py /usr/lib64/python2.7/site-packages/libsvm /usr/lib64/python2.7/site-packages/libsvm.pth /usr/lib64/python2.7/site-packages/libsvm/__init__.py /usr/lib64/python2.7/site-packages/libsvm/__init__.pyc /usr/lib64/python2.7/site-packages/libsvm/__init__.pyo /usr/lib64/python2.7/site-packages/libsvm/checkdata.py /usr/lib64/python2.7/site-packages/libsvm/checkdata.pyc /usr/lib64/python2.7/site-packages/libsvm/checkdata.pyo /usr/lib64/python2.7/site-packages/libsvm/commonutil.py /usr/lib64/python2.7/site-packages/libsvm/commonutil.pyc /usr/lib64/python2.7/site-packages/libsvm/commonutil.pyo /usr/lib64/python2.7/site-packages/libsvm/easy.py /usr/lib64/python2.7/site-packages/libsvm/easy.pyc /usr/lib64/python2.7/site-packages/libsvm/easy.pyo /usr/lib64/python2.7/site-packages/libsvm/grid.py /usr/lib64/python2.7/site-packages/libsvm/grid.pyc /usr/lib64/python2.7/site-packages/libsvm/grid.pyo /usr/lib64/python2.7/site-packages/libsvm/subset.py /usr/lib64/python2.7/site-packages/libsvm/subset.pyc /usr/lib64/python2.7/site-packages/libsvm/subset.pyo /usr/lib64/python2.7/site-packages/libsvm/svm.py /usr/lib64/python2.7/site-packages/libsvm/svm.pyc /usr/lib64/python2.7/site-packages/libsvm/svm.pyo /usr/lib64/python2.7/site-packages/libsvm/svmutil.py /usr/lib64/python2.7/site-packages/libsvm/svmutil.pyc /usr/lib64/python2.7/site-packages/libsvm/svmutil.pyo /usr/share/doc/libsvm-python-3.23 /usr/share/doc/libsvm-python-3.23/README-Python /usr/share/doc/libsvm-python-3.23/README-Tools
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