diff --git a/.gitignore b/.gitignore
index 6249f5f..26d8704 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 .ipynb_checkpoints
 .DS_Store
 my_*
+images/**/*.png
diff --git a/requirements.txt b/requirements.txt
index ceda63d..414de8c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,10 +4,10 @@ numexpr
 numpy
 pandas
 Pillow
+protobuf
 psutil
 scikit-learn
 scipy
-git+git://github.com/tensorflow/skflow.git
 sympy
 wheel
 
@@ -20,20 +20,37 @@ https://github.com/ipython-contrib/IPython-notebook-extensions/archive/master.zi
 #### Uncomment only the right version of TensorFlow for your system
 ###  (default is Python 2, Ubuntu/Linux 64-bit, CPU only)
 ##
-# Python 2, Ubuntu/Linux 64-bit, CPU only:
-https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.7.0-py2-none-linux_x86_64.whl
 
-# Python 2, Ubuntu/Linux 64-bit, GPU enabled:
-#https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.7.0-py2-none-linux_x86_64.whl
+# For GPU versions, requires CUDA toolkit 7.5 and CuDNN v5.
+# See https://www.tensorflow.org/versions/master/get_started/os_setup.html
 
-# Python 2, Mac OS X, CPU only:
-#https://storage.googleapis.com/tensorflow/mac/tensorflow-0.7.0-py2-none-any.whl
+# Ubuntu/Linux 64-bit, CPU only, Python 2.7
+https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.10.0-cp27-none-linux_x86_64.whl
 
-# Python 3, Ubuntu/Linux 64-bit, CPU only:
-#https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.7.0-py3-none-linux_x86_64.whl
+# Ubuntu/Linux 64-bit, GPU enabled, Python 2.7
+#https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.10.0-cp27-none-linux_x86_64.whl
 
-# Python 3, Ubuntu/Linux 64-bit, GPU enabled:
-#https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.7.0-py3-none-linux_x86_64.whl
+# Mac OS X, CPU only, Python 2.7:
+#https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.10.0-py2-none-any.whl
+
+# Mac OS X, GPU enabled, Python 2.7:
+#https://storage.googleapis.com/tensorflow/mac/gpu/tensorflow-0.10.0-py2-none-any.whl
+
+# Ubuntu/Linux 64-bit, CPU only, Python 3.4
+#https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.10.0-cp34-cp34m-linux_x86_64.whl
+
+# Ubuntu/Linux 64-bit, GPU enabled, Python 3.4
+#https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.10.0-cp34-cp34m-linux_x86_64.whl
+
+# Ubuntu/Linux 64-bit, CPU only, Python 3.5
+#https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.10.0-cp35-cp35m-linux_x86_64.whl
+
+# Ubuntu/Linux 64-bit, GPU enabled, Python 3.5
+#https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.10.0-cp35-cp35m-linux_x86_64.whl
+
+# Mac OS X, CPU only, Python 3.4 or 3.5:
+#https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-0.10.0-py3-none-any.whl
+
+# Mac OS X, GPU enabled, Python 3.4 or 3.5:
+#https://storage.googleapis.com/tensorflow/mac/gpu/tensorflow-0.10.0-py3-none-any.whl
 
-# Python 3, Mac OS X, CPU only:
-#https://storage.googleapis.com/tensorflow/mac/tensorflow-0.7.0-py3-none-any.whl