Ding-Yi Chen
18 years ago
parent
037fd7b01d
commit
fa71eaa240
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libsvm-2.84.tar.gz
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1.04: 2000/6/17, add "load" button to svm-toy. README
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file updated.
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2.0: 2000/8, major updates. Include nu-svm, one-class svm, and svr
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2.01: 2000/9/22, correct the calculation of obj value and number of bounded support vectors
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2.02: 2000/9/29, replace b^2/2 newsvm to regular nu svm.
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2.03: 2000/10/24 some improvements on the computational speed
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2.1: 2000/12/19 Java version included, regression demonstrated in svm-toy
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2.2: 2001/1/16 multi-class classification, nu-SVR, remove epsilon_a
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2.3: 2001/3/15 c+-, cross validation, fix some minor bugs
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2.31: 2001/4/12 fix one bug on one-class SVM, use float for Cache
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2.32: 2001/9/23
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1. max line number of svm-scale now dynamic
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2. gcc 3.0 problem: now g++ always used
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3. java code in a "libsvm" package
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4. avoid a problem when compiled with Borland C++ builder
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2.33: 2001/12/1
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Python interface added
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2.34: 2002/6/15
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Add the subroutine svm_check_parameter in svm.cpp
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--> better error handling
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fix bug of python interface for handling different weights
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fix bug of cross validation in svm-train.c
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2.35: 2002/6/16
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libsvm.jar was not compiled correctly in 2.34
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2.36: 2002/8/4
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grid.py added: contour plot of CV accuracy
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fix several bugs
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2.4: 2003/4/1
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svm.cpp
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non-psd kernel using max(...,0) in svm.cpp
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python interface
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python interface bug (nu-svm)
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grid.py
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-log2c and -log2c for grid.py
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output current best
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coarse grid as default (2)
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ssh for grid.py
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improvements of scaling
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2.5: 2003/11/13
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subroutines for accessing decision values and number of labels.
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for svm.cpp, java, and python interface
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fix bug of svm-scale.c (about -r and -s factors)
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use fscanf but not sscanf in svm-predict.c (faster)
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makefile for windows
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add "using namespace std;" in some .java files
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improve easy.py: output cv rate, error messages printed
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better checking
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better python interface example svm_test.py
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and some minor updates
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2.6: 2004/04/01
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Probability estimates for classification/regression
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Python interface: use swig 1.3 instead of 1.1
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Cross validation becomes a library subroutine
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A few minor corrections: (not completely listed)
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more interface functions such as getting svm_type
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print nu only when Cp=Cn
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floor division in python interface
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2.7: 2004/11/10
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Stratified cross validation
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Better faq
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Scaling: support storing the factor of y
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A few minor updates:
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class QMatrix added
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improve the use of easy.py and grid.py on windows
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grid.py: same CV and same g: use smaller C
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sparse input for python interface
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working set selection: < to <=
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2.71: 2004/11/20
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fix a java bug introduced from 2.6 to 2.7
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2.8: 2005/04/01
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new working set selection via second order information
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fix minor changes/corrections:
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problem when cache size less than two kernel columns
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-v #data -> stratified CV is not loo -> ensure loo is done
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problem of typing "svm-train -c" only
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problem of "svm-train -n 1 -s 3 ..."
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python interface makefile: -fPIC for 32/64bit
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color change in svmtoy
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makefile in building QT svmtoy
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2.81: 2005/11/20
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add a python script subset.py for subsampling
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slightly modify the working set so it's exact the same as the paper
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default cache size to 100 MB
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2.82: 2006/04/01
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precomputed kernel
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directly implement a fast powi() function
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poly degree double to int
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minor corrections:
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java code for CV
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2.83: 2006/11/17
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Fix the bug of -t 3
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better checking load/save in svm-train.c/svm-predict.c/svm.cpp
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remove redundant var pos in svm_predict_values (thanks to Albert Strasheim)
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Better descriptions in README for the precomputed kernel
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2.84: 2007/04/01
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Improve the shrinking code: faster for some cases
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Code more 64-bit friendly: allow large -m
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In Solver, b is replaced by p
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Subroutine max_violating_pair removed. Things are directly
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written in do_shrinking().
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Modify do_shrinking() so variable names are the same as libsvm
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document
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2.85: 2007/11/?
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fix minor memory leak in svm-predict.c
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@ -0,0 +1,153 @@
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--- ./Makefile.orig 2007-08-22 15:23:34.000000000 +1000
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+++ ./Makefile 2007-08-27 15:48:58.000000000 +1000
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@@ -1,7 +1,31 @@
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CXXC = g++
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CFLAGS = -Wall -O3
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+MAKE = make
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-all: svm-train svm-predict svm-scale
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+ifndef DESTDIR
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+INSTDIR=/usr
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+else
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+INSTDIR=${DESTDIR}/usr
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+endif
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+
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+export INSTDIR
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+
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+PROCESSOR=$(shell /bin/uname -p)
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+ifeq "${PROCESSOR}" "x86_64"
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+X86_64=64
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+else
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+X86_64=
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+endif
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+
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+ifndef LIBDIR
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+LIB_INSTDIR=${INSTDIR}/lib${X86_64}
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+else
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+LIB_INSTDIR=${INSTDIR}/..${LIBDIR}
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+endif
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+
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+export LIB_INSTDIR
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+
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+all: svm-train svm-predict svm-scale svm-python
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svm-predict: svm-predict.c svm.o
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$(CXXC) $(CFLAGS) svm-predict.c svm.o -o svm-predict -lm
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@@ -11,5 +35,45 @@
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$(CXXC) $(CFLAGS) svm-scale.c -o svm-scale
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svm.o: svm.cpp svm.h
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$(CXXC) $(CFLAGS) -c svm.cpp
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+svm-python:
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+ ${MAKE} -C python
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+
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+install: all
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+ mkdir -p ${INSTDIR}/bin
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+ install -m 755 svm-train ${INSTDIR}/bin
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+ install -m 755 svm-predict ${INSTDIR}/bin
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+ install -m 755 svm-scale ${INSTDIR}/bin
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+ mkdir -p ${LIB_INSTDIR}/libsvm
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+# install package libsvm-devel
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+ install -m 644 svm.o ${LIB_INSTDIR}/libsvm
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+ mkdir -p ${INSTDIR}/include/libsvm
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+ install -m 644 svm.h ${INSTDIR}/include/libsvm
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+ mkdir -p ${INSTDIR}/share/libsvm/src
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+ install -m 644 *.h ${INSTDIR}/share/libsvm/src
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+ install -m 644 *.c ${INSTDIR}/share/libsvm/src
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+ install -m 644 *.cpp ${INSTDIR}/share/libsvm/src
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+ install -m 644 Makefile ${INSTDIR}/share/libsvm/src
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+ cp -R java ${INSTDIR}/share/libsvm/src
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+ cp -R svm-toy ${INSTDIR}/share/libsvm/src
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+# cp -R tools ${INSTDIR}/share/libsvm/src
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+# cp -R windows ${INSTDIR}/share/libsvm/src
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+ mkdir -p ${INSTDIR}/share/libsvm/examples
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+ install -m 644 heart_scale ${INSTDIR}/share/libsvm/examples
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+# install package libsvm-python
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+ ${MAKE} -C python install
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+
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+uninstall:
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+ rm -f ${INSTDIR}/bin/svm-train
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+ rm -f ${INSTDIR}/bin/svm-predict
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+ rm -f ${INSTDIR}/bin/svm-scale
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+ rm -fr ${INSTDIR}/libsvm/examples
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+ rm -f ${INSTDIR}/include/libsvm/svm.h
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+ rm -f ${LIB_INSTDIR}/libsvm/svm.o
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+ rm -fr ${INSTDIR}/libsvm/src
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+ rm -fr ${INSTDIR}/libsvm
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+ ${MAKE} -C python uninstall
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+
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clean:
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rm -f *~ svm.o svm-train svm-predict svm-scale
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+ ${MAKE} -C python clean
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+
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--- ./python/Makefile.orig 2007-08-27 11:11:38.000000000 +1000
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+++ ./python/Makefile 2007-08-28 11:15:18.000000000 +1000
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@@ -2,13 +2,19 @@
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SWIG ?= swig
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#Windows: see ../README ../Makefile.win
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-PYTHON_INCLUDEDIR ?= /usr/include/python2.4
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+PYTHON_VERSION=${shell python -V 2> python.ver ; cat python.ver | awk 'BEGIN {FS= "[ .]"} {printf("%s.%s",$$2,$$3)}'; rm -f python.ver}
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+
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+ifndef PYTHON_INCLUDEDIR
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+
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+PYTHON_INCLUDEDIR?= /usr/include/python${PYTHON_VERSION}
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+
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+endif
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+PYTHON_TARGETDIR=${LIB_INSTDIR}/python${PYTHON_VERSION}/site-packages/libsvm
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CFLAGS = -O3 -I$(PYTHON_INCLUDEDIR) -I..
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LDFLAGS = -shared
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# Mac OS
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# LDFLAGS = -framework Python -bundle
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-
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all: svmc.so
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svmc.so: svmc_wrap.o svm.o
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@@ -28,3 +34,19 @@
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moreclean: clean
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rm -f svmc_wrap.c
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+
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+install: all
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+ mkdir -p ${PYTHON_TARGETDIR}
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+ install -m 755 cross_validation.py ${PYTHON_TARGETDIR}
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+ install -m 644 svm.py ${PYTHON_TARGETDIR}
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+ install -m 755 svm_test.py ${PYTHON_TARGETDIR}
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+ install -m 755 test_cross_validation.py ${PYTHON_TARGETDIR}
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+ install -m 644 *.i ${PYTHON_TARGETDIR}
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+ install -m 755 *.so ${PYTHON_TARGETDIR}
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+ install -m 755 ../tools/*.py ${PYTHON_TARGETDIR}
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+
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+uninstall:
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+ rm -fr ${LIBDIR}/python${PYTHON_VERSION}/site-packages/libsvm
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+
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+
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+
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--- ./tools/grid.py.orig 2007-08-28 11:48:03.000000000 +1000
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+++ ./tools/grid.py 2007-08-28 11:58:22.000000000 +1000
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@@ -11,7 +11,7 @@
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is_win32 = (sys.platform == 'win32')
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if not is_win32:
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- svmtrain_exe = "../svm-train"
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+ svmtrain_exe = "/usr/bin/svm-train"
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gnuplot_exe = "/usr/bin/gnuplot"
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else:
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# example for windows
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--- ./tools/easy.py.orig 2007-08-28 11:47:53.000000000 +1000
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+++ ./tools/easy.py 2007-08-28 12:13:58.000000000 +1000
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@@ -11,10 +11,10 @@
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is_win32 = (sys.platform == 'win32')
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if not is_win32:
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- svmscale_exe = "../svm-scale"
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- svmtrain_exe = "../svm-train"
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- svmpredict_exe = "../svm-predict"
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- grid_py = "./grid.py"
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+ svmscale_exe = "/usr/bin/svm-scale"
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+ svmtrain_exe = "/usr/bin/svm-train"
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+ svmpredict_exe = "/usr/bin/svm-predict"
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+ grid_py = sys.argv[0].replace("easy.py","grid.py")
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gnuplot_exe = "/usr/bin/gnuplot"
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else:
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# example for windows
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Name: libsvm
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Version: 2.84
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Release: 3%{?dist}
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Summary: A Library for Support Vector Machines
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Group: Development/Libraries
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License: BSD
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URL: http://www.csie.ntu.edu.tw/~cjlin/libsvm/
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Source0: %{name}-%{version}.tar.gz
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#Source0: http://www.csie.ntu.edu.tw/~cjlin/cgi-bin/libsvm.cgi?+http://www.csie.ntu.edu.tw/~cjlin/%{name}+tar.gz
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Source1: ChangeLog
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#Source1: http://www.csie.ntu.edu.tw/~cjlin/libsvm/log
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Patch0: libsvm-2.84-2.patch
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BuildRoot: %{_tmppath}/%{name}-%{version}-%{release}-root-%(%{__id_u} -n)
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BuildRequires: glibc-devel dos2unix
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Requires: glibc
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%description
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LIBSVM is an integrated software for support vector classification,
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(C-SVC, nu-SVC ), regression (epsilon-SVR, nu-SVR) and distribution
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estimation (one-class SVM ). It supports multi-class classification.
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%package devel
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Summary: A Library for Support Vector Machines
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Group: Development/Libraries
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BuildRequires: glibc-devel
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Requires: glibc
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Requires: %{name} = %{version}-%{release}
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%description devel
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The libsvm-devel package includes the header file, object file, and
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soucre in C and Java.
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Install this package if you want to develop programs with libsvm.
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%package python
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Summary: A Library for Support Vector Machines
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Group: Development/Libraries
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BuildRequires: python >= 2.4 python-devel >= 2.4
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Requires: python >= 2.4
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Requires: %{name} = %{version}-%{release}
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%description python
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The libsvm-python provides tools and interface written in python,
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as well as source code. Install this package if you want to develop
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programs with libsvm in Python.
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%prep
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%setup -q
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%patch0 -p0 -b .bak
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%define temp_file /tmp/python.ver
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%define python_version %(python -V 2> %{temp_file} ; cat %{temp_file} | awk 'BEGIN {FS= "[ .]"} {printf("%s.%s",$2,$3)}'; rm -f %{temp_file})
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%define libsvm_python_dir %{_libdir}/python%{python_version}/site-packages/libsvm
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%build
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make all DESTDIR=%{_builddir} LIBDIR=%{_libdir}
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dos2unix -o %{_builddir}/%{name}-%{version}/FAQ.html
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mv %{_builddir}/%{name}-%{version}/python/README %{_builddir}/%{name}-%{version}/python/README-Python
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mv %{_builddir}/%{name}-%{version}/tools/README %{_builddir}/%{name}-%{version}/tools/README-Tools
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%install
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rm -rf $RPM_BUILD_ROOT
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make install DESTDIR=$RPM_BUILD_ROOT LIBDIR=%{_libdir}
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%clean
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rm -rf $RPM_BUILD_ROOT
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%files
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%defattr(-,root,root,-)
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%doc COPYRIGHT FAQ.html
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%{_bindir}/svm-predict
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%{_bindir}/svm-scale
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|
%{_bindir}/svm-train
|
||||||
|
%{_datadir}/libsvm/examples
|
||||||
|
|
||||||
|
%files devel
|
||||||
|
%doc README
|
||||||
|
%{_libdir}/libsvm
|
||||||
|
%{_includedir}/libsvm
|
||||||
|
%{_datadir}/libsvm/src
|
||||||
|
|
||||||
|
%files python
|
||||||
|
%doc python/README-Python tools/README-Tools
|
||||||
|
%{libsvm_python_dir}
|
||||||
|
|
||||||
|
|
||||||
|
%changelog
|
||||||
|
* 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
|
||||||
|
|
||||||
Loading…
Reference in new issue