diff --git a/.travis.yml b/.travis.yml
index 9ed99a685f..39b31bfe8a 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -16,11 +16,11 @@ matrix:
 
         # python 3.4
         - os: linux
-          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.4" PYTHON_ARCH="64" TEST_RUN="sdist"
+          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.5" PYTHON_ARCH="64" TEST_RUN="sdist"
 
          # python 3.5
         - os: linux
-          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.5" PYTHON_ARCH="64"
+          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.6" PYTHON_ARCH="64"
 
         # python 2.7
         - os: osx
@@ -28,11 +28,11 @@ matrix:
 
         # python 3.4
         - os: osx
-          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.4" PYTHON_ARCH="64"
+          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.5" PYTHON_ARCH="64"
 
         # python 3.5
         - os: osx
-          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.5" PYTHON_ARCH="64"
+          env: TEST_DEPS="numpy==1.12.1 nose" PYTHON_VERSION="3.6" PYTHON_ARCH="64"
 
 before_install:
     - uname -a
diff --git a/README.rst b/README.rst
index 62b9ced66f..e2d41d8db8 100644
--- a/README.rst
+++ b/README.rst
@@ -101,7 +101,7 @@ Install
 Requirements:
 
 ======================== ====================================================
-Bottleneck               Python 2.7, 3.4, 3.5; NumPy 1.12.1
+Bottleneck               Python 2.7, 3.5, 3.6; NumPy 1.12.1
 Compile                  gcc, clang, MinGW or MSVC
 Unit tests               nose
 ======================== ====================================================
@@ -128,4 +128,4 @@ After you have installed Bottleneck, run the suite of unit tests::
     <snip>
     Ran 169 tests in 57.205s
     OK
-    <nose.result.TextTestResult run=169 errors=0 failures=0>
\ No newline at end of file
+    <nose.result.TextTestResult run=169 errors=0 failures=0>
diff --git a/appveyor.yml b/appveyor.yml
index eeede58dcd..a2bed7d777 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -21,22 +21,22 @@ environment:
           platform: x64
           CONDA_HOME: "C:\\Miniconda-x64"
 
-        - PYTHON_VERSION: "3.4"
+        - PYTHON_VERSION: "3.5"
           PYTHON_ARCH: "32"
           platform: x86
           CONDA_HOME: "C:\\Miniconda3"
 
-        - PYTHON_VERSION: "3.4"
+        - PYTHON_VERSION: "3.5"
           PYTHON_ARCH: "64"
           platform: x64
           CONDA_HOME: "C:\\Miniconda3-x64"
 
-        - PYTHON_VERSION: "3.5"
+        - PYTHON_VERSION: "3.6"
           PYTHON_ARCH: "32"
           platform: x86
           CONDA_HOME: "C:\\Miniconda3"
 
-        - PYTHON_VERSION: "3.5"
+        - PYTHON_VERSION: "3.6"
           PYTHON_ARCH: "64"
           platform: x64
           CONDA_HOME: "C:\\Miniconda3-x64"