diff --git a/itamae/caffe.rb b/itamae/caffe.rb
index fb65d24..5bf3df1 100644
--- a/itamae/caffe.rb
+++ b/itamae/caffe.rb
@@ -7,5 +7,5 @@
 
 execute 'install caffe' do
   command "env CPU_ONLY=#{node['caffe']['cpu_only'] ? 1 : 0} sh /vagrant/itamae/install_caffe.sh"
-  not_if 'test -x /usr/local/caffe/bin/caffe.bin'
+  not_if 'test -x /usr/local/caffe/distribute/bin/caffe.bin'
 end
diff --git a/itamae/default.rb b/itamae/default.rb
index 2815efc..7306b2d 100644
--- a/itamae/default.rb
+++ b/itamae/default.rb
@@ -2,4 +2,5 @@
 include_recipe 'cuda.rb'
 include_recipe 'torch.rb'
 include_recipe 'caffe.rb'
+include_recipe 'pylearn2.rb'
 include_recipe 'r.rb'
diff --git a/itamae/install_pylearn2.sh b/itamae/install_pylearn2.sh
new file mode 100644
index 0000000..f3d6787
--- /dev/null
+++ b/itamae/install_pylearn2.sh
@@ -0,0 +1,3 @@
+git clone git://github.com/lisa-lab/pylearn2.git /usr/local/pylearn2
+cd /usr/local/pylearn2
+python setup.py develop
diff --git a/itamae/pylearn2.rb b/itamae/pylearn2.rb
new file mode 100644
index 0000000..2e55359
--- /dev/null
+++ b/itamae/pylearn2.rb
@@ -0,0 +1,5 @@
+include_recipe 'pylearn2_deps.rb'
+
+execute 'install pylearn2' do
+  command "sh /vagrant/itamae/install_pylearn2.sh"
+end
diff --git a/itamae/pylearn2_deps.rb b/itamae/pylearn2_deps.rb
new file mode 100644
index 0000000..8eb21fb
--- /dev/null
+++ b/itamae/pylearn2_deps.rb
@@ -0,0 +1,6 @@
+include_recipe 'theano.rb'
+
+package 'python-pil'
+package 'python-yaml'
+package 'python-matplotlib'
+package 'cython'
diff --git a/itamae/theano.rb b/itamae/theano.rb
new file mode 100644
index 0000000..ef144f7
--- /dev/null
+++ b/itamae/theano.rb
@@ -0,0 +1,5 @@
+include_recipe 'theano_deps.rb'
+
+execute 'install Theano' do
+  command 'pip install Theano'
+end
diff --git a/itamae/theano_deps.rb b/itamae/theano_deps.rb
new file mode 100644
index 0000000..1e22c07
--- /dev/null
+++ b/itamae/theano_deps.rb
@@ -0,0 +1,11 @@
+package 'gcc'
+package 'g++'
+package 'gfortran'
+package 'build-essential'
+package 'linux-image-generic'
+package 'libopenblas-dev'
+package 'python-dev'
+package 'python-pip'
+package 'python-nose'
+package 'python-numpy'
+package 'python-scipy'