diff --git a/README.md b/README.md
new file mode 100644
index 0000000..4358961
--- /dev/null
+++ b/README.md
@@ -0,0 +1,6 @@
+# libsvm
+
+[LIBSVM](https://www.csie.ntu.edu.tw/~cjlin/libsvm/) is integrated software for
+support vector classification (C-SVC, nu-SVC ), regression (epsilon-SVR,
+nu-SVR) and distribution estimation (one-class SVM ).  It supports multi-class
+classification.
diff --git a/libsvm.spec b/libsvm.spec
index 2af6fc3..e670f81 100644
--- a/libsvm.spec
+++ b/libsvm.spec
@@ -35,9 +35,9 @@ Patch4:         %{name}.toolsDir.patch
 Patch5:         %{name}.svm-toy-qt5.patch
 
 %description
-LIBSVM is an integrated software for support vector classification,
-(C-SVC, nu-SVC ), regression (epsilon-SVR, nu-SVR) and distribution
-estimation (one-class SVM ). It supports multi-class classification.
+LIBSVM is integrated software for support vector classification (C-SVC,
+nu-SVC ), regression (epsilon-SVR, nu-SVR) and distribution estimation
+(one-class SVM ).  It supports multi-class classification.
 
 %package devel
 Summary:        Development files for libsvm in C, C++ and Java
@@ -52,15 +52,16 @@ Install this package if you want to develop programs with libsvm.
 %package -n     python3-%{name}
 Summary:        Python3 tools and interfaces for libsvm
 BuildRequires:  python3-devel
+BuildRequires:  %{py3_dist pip}
 BuildRequires:  %{py3_dist scipy}
 BuildRequires:  %{py3_dist setuptools}
+BuildRequires:  %{py3_dist wheel}
 #gnuplot is required by easy.py
 Requires:       gnuplot
 
 %description -n python3-%{name}
-Python3 tools and interfaces for libsvm.
-Install this package if you want to develop
-programs with libsvm in Python3.
+Python3 tools and interfaces for libsvm.  Install this package if you
+want to develop programs with libsvm in Python3.
 
 %package        java
 Summary:        Java tools and interfaces for libsvm
@@ -141,6 +142,9 @@ sed -i.orig 's/\r//' FAQ.html
 touch -r FAQ.html.orig FAQ.html
 rm FAQ.html.orig
 
+# Fix shebangs
+%py3_shebang_fix python/libsvm tools
+
 %build
 # Build the library
 make all RPM_CFLAGS="$RPM_OPT_FLAGS" LIBDIR="%{_libdir}" CPP_STD="%{cpp_std}"
@@ -158,7 +162,7 @@ cd -
 
 # Build the python interface
 cd python
-%py3_build
+%pyproject_wheel
 cd -
 
 %install
@@ -172,16 +176,11 @@ ln -s %{name}.so.%{shver} %{buildroot}%{_libdir}/%{name}.so
 
 # Python
 cd python
-%py3_install
+%pyproject_install
 cd -
-install -p -m 755 tools/*.py %{buildroot}%{python3_libsvm_dir}
-for p in %{buildroot}%{python3_libsvm_dir}/*.py; do
-    sed -i.orig -e 's|#!/usr/bin/env python|#!%{python3}|' $p
-    touch -r $p.orig $p
-    rm $p.orig
-done
 cd tools
 for p in *.py; do
+    install -p -m 755 *.py %{buildroot}%{python3_libsvm_dir}
     ln -s %{python3_libsvm_dir}/$p %{buildroot}%{_bindir}/svm-$p
 done
 cd -
@@ -250,7 +249,7 @@ cp -p README java/README-Java
 %files -n python3-%{name}
 %doc python/README-Python tools/README-Tools
 %{python3_libsvm_dir}/
-%{python3_sitearch}/libsvm*.egg-info/
+%{python3_sitearch}/libsvm*.dist-info/
 %{_bindir}/svm-*.py
 
 %files java -f .mfiles