This is an automated email from the ASF dual-hosted git repository.

lausen pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/master by this push:
     new eea0cd8  Update static site web pages (#18161)
eea0cd8 is described below

commit eea0cd8bd65f02b9b3933d19d9d32080ed3d89ff
Author: waytrue17 <52505574+waytru...@users.noreply.github.com>
AuthorDate: Mon May 4 11:40:26 2020 -0700

    Update static site web pages (#18161)
    
    * update from upstream
    
    * modify static website
    
    * fix web url
    
    * fix indentation
    
    * modify build pages
    
    * add gcc requirment
    
    * Fix Julia guide
    
    * test get_started_link
    
    * test get_started link
    
    * change 3rdparty versions
    
    * Fix math table in build source page
    
    Co-authored-by: Wei Chu <wei...@amazon.com>
    Co-authored-by: Leonard Lausen <lau...@amazon.com>
---
 CONTRIBUTORS.md                                    |  1 +
 .../src/_includes/get_started/get_started.html     |  4 +++
 .../src/_includes/get_started/linux/clojure/cpu.md | 11 +++-----
 .../src/_includes/get_started/linux/clojure/gpu.md |  5 +---
 .../src/_includes/get_started/linux/java/cpu.md    |  2 +-
 .../get_started/linux/julia/build-from-source.md   |  2 +-
 .../src/_includes/get_started/linux/perl/perl.md   |  2 +-
 .../linux/python/cpu/build-from-source.md          |  2 +-
 .../get_started/linux/python/cpu/docker.md         |  2 +-
 .../linux/python/gpu/build-from-source.md          |  2 +-
 .../get_started/linux/python/gpu/docker.md         |  2 +-
 .../src/_includes/get_started/linux/r/gpu.md       |  4 +--
 .../src/_includes/get_started/linux/scala/cpu.md   |  6 ++---
 .../src/_includes/get_started/linux/scala/gpu.md   |  6 ++---
 .../src/_includes/get_started/macos/clojure/cpu.md |  6 +----
 .../get_started/macos/julia/build-from-source.md   |  2 +-
 .../src/_includes/get_started/macos/perl/perl.md   |  2 +-
 .../macos/python/cpu/build-from-source.md          |  2 +-
 .../get_started/macos/python/cpu/docker.md         |  2 +-
 .../macos/python/gpu/build-from-source.md          |  4 +--
 .../get_started/macos/python/gpu/pip_docker.md     |  2 +-
 .../src/_includes/get_started/macos/r/cpu.md       |  2 +-
 .../src/_includes/get_started/macos/scala/cpu.md   |  2 +-
 .../src/_includes/get_started/windows/perl/perl.md |  2 +-
 .../windows/python/cpu/build-from-source.md        |  2 +-
 .../get_started/windows/python/cpu/docker.md       |  2 +-
 .../get_started/windows/python/cpu/pip.md          |  3 ++-
 .../get_started/windows/python/gpu/docker.md       |  1 +
 .../get_started/windows/python/gpu/pip.md          |  3 ++-
 .../src/_includes/get_started/windows/r/cpu.md     |  2 +-
 .../src/_includes/get_started/windows/r/gpu.md     |  7 ++---
 docs/static_site/src/pages/api/julia/index.md      |  5 ++--
 .../src/pages/get_started/build_from_source.md     | 20 ++++++++------
 .../static_site/src/pages/get_started/osx_setup.md | 31 ++++++++++++++++------
 .../src/pages/get_started/ubuntu_setup.md          | 25 ++++++++---------
 .../src/pages/get_started/windows_setup.md         |  2 ++
 36 files changed, 100 insertions(+), 80 deletions(-)

diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md
index 867a56f..f63b241 100644
--- a/CONTRIBUTORS.md
+++ b/CONTRIBUTORS.md
@@ -252,6 +252,7 @@ List of Contributors
 * [Jonathan Tan](https://github.com/jonatan1626)
 * [Oliver Kowalke](https://github.com/olk)
 * [Connor Goggins](https://github.com/connorgoggins)
+* [Wei Chu](https://github.com/waytrue17)
 * [Yang Shi](https://github.com/ys2843)
 
 Label Bot
diff --git a/docs/static_site/src/_includes/get_started/get_started.html 
b/docs/static_site/src/_includes/get_started/get_started.html
index da5975f..20e25eb 100644
--- a/docs/static_site/src/_includes/get_started/get_started.html
+++ b/docs/static_site/src/_includes/get_started/get_started.html
@@ -381,6 +381,10 @@
                         {% markdown %}{% include 
/get_started/windows/python/gpu/pip.md %}{% endmarkdown %}
                     </div> <!-- End of pip -->
 
+                    <div class="docker">
+                        {% markdown %}{% include 
/get_started/windows/python/gpu/docker.md %}{% endmarkdown %}
+                    </div> <!-- End of docker -->
+
                     <div class="build-from-source">
                         {% markdown %}{% include 
/get_started/windows/python/gpu/build-from-source.md %}{% endmarkdown %}
                     </div> <!-- End of build from source -->
diff --git a/docs/static_site/src/_includes/get_started/linux/clojure/cpu.md 
b/docs/static_site/src/_includes/get_started/linux/clojure/cpu.md
index c16eb9a..4675c17 100644
--- a/docs/static_site/src/_includes/get_started/linux/clojure/cpu.md
+++ b/docs/static_site/src/_includes/get_started/linux/clojure/cpu.md
@@ -1,7 +1,4 @@
-You can use the Maven packages defined in the following dependency to include 
MXNet in your Clojure
-project. To maximize leverage, the Clojure package has been built on the 
existing Scala package. Please
-refer to the [MXNet-Scala setup 
guide]({{'/get_started/scala_setup'|relative_url}}) for a detailed set of 
instructions
-to help you with the setup process that is required to use the Clojure 
dependency.
+Please refer to the [MXNet-Clojure setup 
guide](https://github.com/apache/incubator-mxnet/tree/master/contrib/clojure-package)
 for a detailed set of instructions to help you with the setup process that is 
required to use the Clojure dependency.
 
 <a 
href="https://mvnrepository.com/artifact/org.apache.mxnet.contrib.clojure/clojure-mxnet-linux-cpu";><img
         src="https://img.shields.io/badge/org.apache.mxnet-linux cpu-green.svg"
@@ -9,7 +6,7 @@ to help you with the setup process that is required to use the 
Clojure dependenc
 
 {% highlight html %}
 <dependency>
-<groupId>org.apache.mxnet.contrib.clojure</groupId>
-<artifactId>clojure-mxnet-linux-cpu</artifactId>
+    <groupId>org.apache.mxnet.contrib.clojure</groupId>
+    <artifactId>clojure-mxnet-linux-cpu</artifactId>
 </dependency>
-{% endhighlight %}
+{% endhighlight %}
\ No newline at end of file
diff --git a/docs/static_site/src/_includes/get_started/linux/clojure/gpu.md 
b/docs/static_site/src/_includes/get_started/linux/clojure/gpu.md
index 26293f6..78cbe68 100644
--- a/docs/static_site/src/_includes/get_started/linux/clojure/gpu.md
+++ b/docs/static_site/src/_includes/get_started/linux/clojure/gpu.md
@@ -1,7 +1,4 @@
-You can use the Maven packages defined in the following dependency to include 
MXNet in your Clojure
-project. To maximize leverage, the Clojure package has been built on the 
existing Scala package. Please
-refer to the [MXNet-Scala setup 
guide]({{'/get_started/scala_setup'|relative_url}}) for a detailed set of 
instructions
-to help you with the setup process that is required to use the Clojure 
dependency.
+Please refer to the [MXNet-Clojure setup 
guide](https://github.com/apache/incubator-mxnet/tree/master/contrib/clojure-package)
 for a detailed set of instructions to help you with the setup process that is 
required to use the Clojure dependency.
 
 <a 
href="https://mvnrepository.com/artifact/org.apache.mxnet.contrib.clojure/clojure-mxnet-linux-gpu";><img
         src="https://img.shields.io/badge/org.apache.mxnet-linux gpu-green.svg"
diff --git a/docs/static_site/src/_includes/get_started/linux/java/cpu.md 
b/docs/static_site/src/_includes/get_started/linux/java/cpu.md
index fc6f598..581a8fe 100644
--- a/docs/static_site/src/_includes/get_started/linux/java/cpu.md
+++ b/docs/static_site/src/_includes/get_started/linux/java/cpu.md
@@ -5,7 +5,7 @@ instructions to help you with the setup process.
 
 <a 
href="https://repository.apache.org/#nexus-search;gav~org.apache.mxnet~~1.5.0~~";>
     <img src="https://img.shields.io/badge/org.apache.mxnet-linux 
cpu-green.svg"
-     alt="maven badge"/>
+    alt="maven badge"/>
 </a>
 
 {% highlight html %}
diff --git 
a/docs/static_site/src/_includes/get_started/linux/julia/build-from-source.md 
b/docs/static_site/src/_includes/get_started/linux/julia/build-from-source.md
index 018aca9..6e89430 100644
--- 
a/docs/static_site/src/_includes/get_started/linux/julia/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/linux/julia/build-from-source.md
@@ -1,2 +1,2 @@
-Refer to the [Julia section of the MXNet Ubuntu installation 
guide](/get_started/ubuntu_setup#install-the-mxnet-package-for-julia).
+Refer to the [Julia section of the MXNet Ubuntu installation 
guide](/get_started/ubuntu_setup.html#install-the-mxnet-package-for-julia).
 
diff --git a/docs/static_site/src/_includes/get_started/linux/perl/perl.md 
b/docs/static_site/src/_includes/get_started/linux/perl/perl.md
index 02d82e4..1b20674 100644
--- a/docs/static_site/src/_includes/get_started/linux/perl/perl.md
+++ b/docs/static_site/src/_includes/get_started/linux/perl/perl.md
@@ -1 +1 @@
-Refer to the [Perl section of the MXNet Ubuntu installation 
guide](get_started/ubuntu_setup.html#install-the-mxnet-package-for-perl).
\ No newline at end of file
+Refer to the [Perl section of the MXNet Ubuntu installation 
guide](/get_started/ubuntu_setup.html#install-the-mxnet-package-for-perl).
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/linux/python/cpu/build-from-source.md
 
b/docs/static_site/src/_includes/get_started/linux/python/cpu/build-from-source.md
index 4adf039..73abb18 100644
--- 
a/docs/static_site/src/_includes/get_started/linux/python/cpu/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/linux/python/cpu/build-from-source.md
@@ -1 +1 @@
-To build from source, refer to the [MXNet Ubuntu installation 
guide]({{'/get_started/ubuntu_setup' | relative_url}}).
+To build from source, refer to the [MXNet Ubuntu installation 
guide](/get_started/ubuntu_setup.html).
diff --git 
a/docs/static_site/src/_includes/get_started/linux/python/cpu/docker.md 
b/docs/static_site/src/_includes/get_started/linux/python/cpu/docker.md
index 8f2c8eb..52eeb22 100644
--- a/docs/static_site/src/_includes/get_started/linux/python/cpu/docker.md
+++ b/docs/static_site/src/_includes/get_started/linux/python/cpu/docker.md
@@ -40,4 +40,4 @@ REPOSITORY TAG IMAGE ID CREATED SIZE
 mxnet/python 1.3.0_cpu_mkl deaf9bf61d29 4 days ago 678 MB
 {% endhighlight %}
 
-**Step 4** <a href="get_started/validate_mxnet">Validate the installation</a>.
\ No newline at end of file
+**Step 4** <a href="/get_started/validate_mxnet.html">Validate the 
installation</a>.
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/linux/python/gpu/build-from-source.md
 
b/docs/static_site/src/_includes/get_started/linux/python/gpu/build-from-source.md
index 4adf039..73abb18 100644
--- 
a/docs/static_site/src/_includes/get_started/linux/python/gpu/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/linux/python/gpu/build-from-source.md
@@ -1 +1 @@
-To build from source, refer to the [MXNet Ubuntu installation 
guide]({{'/get_started/ubuntu_setup' | relative_url}}).
+To build from source, refer to the [MXNet Ubuntu installation 
guide](/get_started/ubuntu_setup.html).
diff --git 
a/docs/static_site/src/_includes/get_started/linux/python/gpu/docker.md 
b/docs/static_site/src/_includes/get_started/linux/python/gpu/docker.md
index dc21cf1..a7d8c00 100644
--- a/docs/static_site/src/_includes/get_started/linux/python/gpu/docker.md
+++ b/docs/static_site/src/_includes/get_started/linux/python/gpu/docker.md
@@ -45,4 +45,4 @@ REPOSITORY TAG IMAGE ID CREATED SIZE
 mxnet/python 1.3.0_gpu_cu92_mkl adcb3ab19f50 4 days ago 4.23 GB
 {% endhighlight %}
 
-**Step 5** <a href="get_started/validate_mxnet">Validate the installation</a>.
\ No newline at end of file
+**Step 5** <a href="/get_started/validate_mxnet">Validate the installation</a>.
\ No newline at end of file
diff --git a/docs/static_site/src/_includes/get_started/linux/r/gpu.md 
b/docs/static_site/src/_includes/get_started/linux/r/gpu.md
index 1ef16df..f112da5 100644
--- a/docs/static_site/src/_includes/get_started/linux/r/gpu.md
+++ b/docs/static_site/src/_includes/get_started/linux/r/gpu.md
@@ -1,7 +1,5 @@
 The default version of R that is installed with `apt-get` is insufficient. You 
will need
-to first
-[install R v3.4.4+ and build MXNet from
-source](/get_started/ubuntu_setup.html#install-the-mxnet-package-for-r).
+to first [install R v3.4.4+ and build MXNet from 
source](/get_started/ubuntu_setup.html#install-the-mxnet-package-for-r).
 
 After you have setup R v3.4.4+ and MXNet, you can build and install the MXNet 
R bindings
 with the
diff --git a/docs/static_site/src/_includes/get_started/linux/scala/cpu.md 
b/docs/static_site/src/_includes/get_started/linux/scala/cpu.md
index 3cc96ba..452b4d9 100644
--- a/docs/static_site/src/_includes/get_started/linux/scala/cpu.md
+++ b/docs/static_site/src/_includes/get_started/linux/scala/cpu.md
@@ -1,5 +1,5 @@
 You can use the Maven packages defined in the following dependency to include 
MXNet in your Scala
-project. Please refer to the [MXNet-Scala setup 
guide]({{'/get_started/scala_setup'|relative_url}}) for
+project. Please refer to the [MXNet-Scala setup 
guide](/get_started/scala_setup.html) for
 a detailed set of instructions to help you with the setup process.
 
 <a 
href="https://mvnrepository.com/artifact/org.apache.mxnet/mxnet-full_2.11-linux-x86_64-cpu";><img
@@ -8,7 +8,7 @@ a detailed set of instructions to help you with the setup 
process.
 
 {% highlight html %}
 <dependency>
-<groupId>org.apache.mxnet</groupId>
-<artifactId>mxnet-full_2.11-linux-x86_64-cpu</artifactId>
+    <groupId>org.apache.mxnet</groupId>
+    <artifactId>mxnet-full_2.11-linux-x86_64-cpu</artifactId>
 </dependency>
 {% endhighlight %}
\ No newline at end of file
diff --git a/docs/static_site/src/_includes/get_started/linux/scala/gpu.md 
b/docs/static_site/src/_includes/get_started/linux/scala/gpu.md
index 5e2f9b1..4fcb8a7 100644
--- a/docs/static_site/src/_includes/get_started/linux/scala/gpu.md
+++ b/docs/static_site/src/_includes/get_started/linux/scala/gpu.md
@@ -1,6 +1,6 @@
 You can use the Maven packages defined in the following dependency to include 
MXNet in
 your Scala
-project. Please refer to the <a href="scala_setup.html">MXNet-Scala setup 
guide</a> for
+project. Please refer to the <a 
href="/get_started/scala_setup.html">MXNet-Scala setup guide</a> for
 a detailed set
 of instructions to help you with the setup process.
 
@@ -10,7 +10,7 @@ of instructions to help you with the setup process.
 
 {% highlight html %}
 <dependency>
-<groupId>org.apache.mxnet</groupId>
-<artifactId>mxnet-full_2.11-linux-x86_64-gpu</artifactId>
+    <groupId>org.apache.mxnet</groupId>
+    <artifactId>mxnet-full_2.11-linux-x86_64-gpu</artifactId>
 </dependency>
 {% endhighlight %}
diff --git a/docs/static_site/src/_includes/get_started/macos/clojure/cpu.md 
b/docs/static_site/src/_includes/get_started/macos/clojure/cpu.md
index 1e27af5..0eee5c8 100644
--- a/docs/static_site/src/_includes/get_started/macos/clojure/cpu.md
+++ b/docs/static_site/src/_includes/get_started/macos/clojure/cpu.md
@@ -1,8 +1,4 @@
-
-You can use the Maven packages defined in the following dependency to include 
MXNet in
-your Clojure project. To maximize leverage, the Clojure package has been built 
on the existing Scala
-package. Please refer to the [MXNet-Scala setup guide](scala_setup.html) for a 
detailed set
-of instructions to help you with the setup process that is required to use the 
Clojure dependency.
+Please refer to the [MXNet-Clojure setup 
guide](https://github.com/apache/incubator-mxnet/tree/master/contrib/clojure-package)
 for a detailed set of instructions to help you with the setup process that is 
required to use the Clojure dependency.
 
 <a 
href="https://mvnrepository.com/artifact/org.apache.mxnet.contrib.clojure/clojure-mxnet-osx-cpu";><img
         src="https://img.shields.io/badge/org.apache.mxnet-mac cpu-green.svg"
diff --git 
a/docs/static_site/src/_includes/get_started/macos/julia/build-from-source.md 
b/docs/static_site/src/_includes/get_started/macos/julia/build-from-source.md
index b864d8a..d1b8b29 100644
--- 
a/docs/static_site/src/_includes/get_started/macos/julia/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/macos/julia/build-from-source.md
@@ -1 +1 @@
-Refer to the [Julia section of the MXNet macOS installation 
guide](get_started/osx_setup.html#install-the-mxnet-package-for-julia).
\ No newline at end of file
+Refer to the [Julia section of the MXNet macOS installation 
guide](/get_started/osx_setup.html#install-the-mxnet-package-for-julia).
\ No newline at end of file
diff --git a/docs/static_site/src/_includes/get_started/macos/perl/perl.md 
b/docs/static_site/src/_includes/get_started/macos/perl/perl.md
index 45d59dd..e6ad608 100644
--- a/docs/static_site/src/_includes/get_started/macos/perl/perl.md
+++ b/docs/static_site/src/_includes/get_started/macos/perl/perl.md
@@ -1 +1 @@
-Refer to the [Perl section of installation 
guide](/get_started/osx_setup.html#install-the-mxnet-package-for-perl).
\ No newline at end of file
+Refer to the [Perl section of the MXNet macOS installation 
guide](/get_started/osx_setup.html#install-the-mxnet-package-for-perl).
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/macos/python/cpu/build-from-source.md
 
b/docs/static_site/src/_includes/get_started/macos/python/cpu/build-from-source.md
index ee8e378..8b4ab13 100644
--- 
a/docs/static_site/src/_includes/get_started/macos/python/cpu/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/macos/python/cpu/build-from-source.md
@@ -1,2 +1,2 @@
 To build from source, refer to the [MXNet macOS installation 
guide](/get_started/osx_setup.html).
-MXNet developers should refer to the MXNet wiki's [Developer Setup on 
Mac](https://cwiki.apache.org/confluence/display/MXNET/MXNet+Developer+Setup+on+Mac).
+MXNet developers should refer to the MXNet wiki's [Developer Setup on 
macOS](https://cwiki.apache.org/confluence/display/MXNET/MXNet+Developer+Setup+on+Mac).
diff --git 
a/docs/static_site/src/_includes/get_started/macos/python/cpu/docker.md 
b/docs/static_site/src/_includes/get_started/macos/python/cpu/docker.md
index c8631ec..56cde00 100644
--- a/docs/static_site/src/_includes/get_started/macos/python/cpu/docker.md
+++ b/docs/static_site/src/_includes/get_started/macos/python/cpu/docker.md
@@ -32,4 +32,4 @@ REPOSITORY TAG IMAGE ID CREATED SIZE
 mxnet/python 1.3.0_cpu_mkl deaf9bf61d29 4 days ago 678 MB
 {% endhighlight %}
 
-**Step 4** <a href="get_started/validate_mxnet">Validate the installation</a>.
\ No newline at end of file
+**Step 4** <a href="/get_started/validate_mxnet.html">Validate the 
installation</a>.
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/macos/python/gpu/build-from-source.md
 
b/docs/static_site/src/_includes/get_started/macos/python/gpu/build-from-source.md
index ffcf88e..95805e6 100644
--- 
a/docs/static_site/src/_includes/get_started/macos/python/gpu/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/macos/python/gpu/build-from-source.md
@@ -1,2 +1,2 @@
-Refer to the [MXNet macOS installation guide](get_started/osx_setup.html).
-MXNet developers should refer to the MXNet wiki's [Developer Setup on 
Mac](https://cwiki.apache.org/confluence/display/MXNET/MXNet+Developer+Setup+on+Mac).
\ No newline at end of file
+Refer to the [MXNet macOS installation guide](/get_started/osx_setup.html).
+MXNet developers should refer to the MXNet wiki's [Developer Setup on 
macOS](https://cwiki.apache.org/confluence/display/MXNET/MXNet+Developer+Setup+on+Mac).
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/macos/python/gpu/pip_docker.md 
b/docs/static_site/src/_includes/get_started/macos/python/gpu/pip_docker.md
index 87281fe..4d1261d 100644
--- a/docs/static_site/src/_includes/get_started/macos/python/gpu/pip_docker.md
+++ b/docs/static_site/src/_includes/get_started/macos/python/gpu/pip_docker.md
@@ -1 +1 @@
-This option is only available by building from source. Refer to the [MXNet 
macOS installation guide](get_started/osx_setup.html).
\ No newline at end of file
+This option is only available by building from source. Refer to the [MXNet 
macOS installation guide](/get_started/osx_setup.html).
\ No newline at end of file
diff --git a/docs/static_site/src/_includes/get_started/macos/r/cpu.md 
b/docs/static_site/src/_includes/get_started/macos/r/cpu.md
index 1e0d96b..51a31eb 100644
--- a/docs/static_site/src/_includes/get_started/macos/r/cpu.md
+++ b/docs/static_site/src/_includes/get_started/macos/r/cpu.md
@@ -17,7 +17,7 @@ Note: packages for 3.6.x are not yet available.
 Install 3.5.x of R from [CRAN](https://cran.r-project.org/bin/macosx/). The 
latest is
 [v3.5.3](https://cran.r-project.org/bin/macosx/R-3.5.3.pkg).
 
-You can [build MXNet-R from 
source](get_started/osx_setup.html#install-the-mxnet-package-for-r), or
+You can [build MXNet-R from 
source](/get_started/osx_setup.html#install-the-mxnet-package-for-r), or
 you can use a pre-built binary:
 
 {% highlight r %}
diff --git a/docs/static_site/src/_includes/get_started/macos/scala/cpu.md 
b/docs/static_site/src/_includes/get_started/macos/scala/cpu.md
index 0bc69eb..dbb2a18 100644
--- a/docs/static_site/src/_includes/get_started/macos/scala/cpu.md
+++ b/docs/static_site/src/_includes/get_started/macos/scala/cpu.md
@@ -7,7 +7,7 @@ of instructions to help you with the setup process.
         alt="maven badge"/></a>
 
 {% highlight html %}
-    <dependency>
+<dependency>
     <groupId>org.apache.mxnet</groupId>
     <artifactId>mxnet-full_2.11-osx-x86_64-cpu</artifactId>
 </dependency>
diff --git a/docs/static_site/src/_includes/get_started/windows/perl/perl.md 
b/docs/static_site/src/_includes/get_started/windows/perl/perl.md
index 1a8eea5..d639a10 100644
--- a/docs/static_site/src/_includes/get_started/windows/perl/perl.md
+++ b/docs/static_site/src/_includes/get_started/windows/perl/perl.md
@@ -1 +1 @@
-Refer to the [Perl section of the MXNet Windows installation 
guide](/get_started/windows_setup.html#install-the-mxnet-package-for-perl).
\ No newline at end of file
+MXNet Perl API for Windows is not yet available.
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/windows/python/cpu/build-from-source.md
 
b/docs/static_site/src/_includes/get_started/windows/python/cpu/build-from-source.md
index af36205..1aff9b0 100644
--- 
a/docs/static_site/src/_includes/get_started/windows/python/cpu/build-from-source.md
+++ 
b/docs/static_site/src/_includes/get_started/windows/python/cpu/build-from-source.md
@@ -1 +1 @@
-Refer to the [MXNet Windows installation 
guide](/get_started/windows_setup.html)
\ No newline at end of file
+To build from source, refer to the [MXNet Windows installation 
guide](/get_started/windows_setup.html).
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/windows/python/cpu/docker.md 
b/docs/static_site/src/_includes/get_started/windows/python/cpu/docker.md
index a061b8b..d3868e5 100644
--- a/docs/static_site/src/_includes/get_started/windows/python/cpu/docker.md
+++ b/docs/static_site/src/_includes/get_started/windows/python/cpu/docker.md
@@ -31,4 +31,4 @@ REPOSITORY TAG IMAGE ID CREATED SIZE
 mxnet/python 1.3.0_cpu_mkl deaf9bf61d29 4 days ago 678 MB
 {% endhighlight %}
 
-**Step 4** <a href="get_started/validate_mxnet">Validate the installation</a>.
\ No newline at end of file
+**Step 4** <a href="/get_started/validate_mxnet.html">Validate the 
installation</a>.
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/windows/python/cpu/pip.md 
b/docs/static_site/src/_includes/get_started/windows/python/cpu/pip.md
index 9e4d20d..60af550 100644
--- a/docs/static_site/src/_includes/get_started/windows/python/cpu/pip.md
+++ b/docs/static_site/src/_includes/get_started/windows/python/cpu/pip.md
@@ -1,4 +1,5 @@
-Run the following command:
+<!-- Uncomment the following line when the newest version is released -->
+<!-- Run the following command: -->
 
 <div class="v1-6-0">
 
diff --git 
a/docs/static_site/src/_includes/get_started/windows/python/gpu/docker.md 
b/docs/static_site/src/_includes/get_started/windows/python/gpu/docker.md
new file mode 100644
index 0000000..9d75ae8
--- /dev/null
+++ b/docs/static_site/src/_includes/get_started/windows/python/gpu/docker.md
@@ -0,0 +1 @@
+Docker installation for Windows GPU is not yet available.
\ No newline at end of file
diff --git 
a/docs/static_site/src/_includes/get_started/windows/python/gpu/pip.md 
b/docs/static_site/src/_includes/get_started/windows/python/gpu/pip.md
index 91533ba..4c095a2 100644
--- a/docs/static_site/src/_includes/get_started/windows/python/gpu/pip.md
+++ b/docs/static_site/src/_includes/get_started/windows/python/gpu/pip.md
@@ -1,4 +1,5 @@
-Run the following command:
+<!-- Uncomment the following line when the newest version is released -->
+<!-- Run the following command: -->
 
 <div class="v1-6-0">
 
diff --git a/docs/static_site/src/_includes/get_started/windows/r/cpu.md 
b/docs/static_site/src/_includes/get_started/windows/r/cpu.md
index 926b835..3a45f18 100644
--- a/docs/static_site/src/_includes/get_started/windows/r/cpu.md
+++ b/docs/static_site/src/_includes/get_started/windows/r/cpu.md
@@ -1,7 +1,7 @@
 Note: packages for 3.6.x are not yet available.
 Install 3.5.x of R from 
[CRAN](https://cran.r-project.org/bin/windows/base/old/).
 
-You can [build MXNet-R from 
source](/get_started/windows_setup.html#install-mxnet-package-for-r), or
+You can [build MXNet-R from 
source](/get_started/windows_setup.html#install-the-mxnet-package-for-r), or
 you can use a
 pre-built binary:
 
diff --git a/docs/static_site/src/_includes/get_started/windows/r/gpu.md 
b/docs/static_site/src/_includes/get_started/windows/r/gpu.md
index 084f1a5..52db31e 100644
--- a/docs/static_site/src/_includes/get_started/windows/r/gpu.md
+++ b/docs/static_site/src/_includes/get_started/windows/r/gpu.md
@@ -1,6 +1,7 @@
-You can [build MXNet-R from 
source](/get_started/windows_setup.html#install-mxnet-package-for-r), or
-you can use a
-pre-built binary:
+Note: packages for 3.6.x are not yet available.
+Install 3.5.x of R from 
[CRAN](https://cran.r-project.org/bin/windows/base/old/).
+
+You can [build MXNet-R from 
source](/get_started/windows_setup.html#install-the-mxnet-package-for-r), or 
you can use a pre-built binary:
 
 {% highlight r %}
 cran <- getOption("repos")
diff --git a/docs/static_site/src/pages/api/julia/index.md 
b/docs/static_site/src/pages/api/julia/index.md
index 52c1e25..1cd1400 100644
--- a/docs/static_site/src/pages/api/julia/index.md
+++ b/docs/static_site/src/pages/api/julia/index.md
@@ -35,5 +35,6 @@ computing and the state-of-art deep learning to Julia.
   and apply them to tasks such as image classification and data science 
challenges.
 
 ## Installation
-* [Ubuntu installation guide]({{'/get_started/ubuntu_setup' | relative_url}})
-* Mac / Windows guides are not available (contributions welcome!)
+* [Ubuntu installation 
guide]({{'/get_started/ubuntu_setup.html'|relative_url}})
+* [maxOS installation guide]({{'/get_started/osx_setup.html'|relative_url}})
+* [Windows installation 
guide]({{'/get_started/windows_setup.html'|relative_url}})
diff --git a/docs/static_site/src/pages/get_started/build_from_source.md 
b/docs/static_site/src/pages/get_started/build_from_source.md
index ae391e4..1f24a27 100644
--- a/docs/static_site/src/pages/get_started/build_from_source.md
+++ b/docs/static_site/src/pages/get_started/build_from_source.md
@@ -27,7 +27,6 @@ permalink: /get_started/build_from_source
 
 This document explains how to build MXNet from source code.
 
-**For Java/Scala/Clojure, please follow [this guide instead](scala_setup)**
 
 ## Overview
 
@@ -36,6 +35,7 @@ Building from source follows this general two-step flow of 
building the shared l
 1. Build the MXNet shared library, `libmxnet.so`.
     * [Clone the repository](#clone-the-mxnet-project)
     * [Prerequisites](#prerequisites)
+        * [Compiler requirement](#compiler-requirement)
         * [Math library selection](#math-library-selection)
         * [Install GPU software](#install-gpu-software)
         * [Install optional software](#install-optional-software)
@@ -89,6 +89,9 @@ cd mxnet
 
 The following sections will help you decide which specific prerequisites you 
need to install.
 
+#### Compiler Requirement
+Building MXNet from source requires at least [gcc7](https://gcc.gnu.org/), 
clang6 or any C++17 compatible compiler
+
 #### Math Library Selection
 It is useful to consider your math library selection prior to your other 
prerequisites.
 MXNet relies on the
@@ -109,18 +112,18 @@ The following lists show this order by library and 
`cmake` switch.
 
 For desktop platforms (x86_64):
 
-1. MKL-DNN (submodule) | `USE_MKLDNN`
-2. MKL | `USE_MKL_IF_AVAILABLE`
-3. MKLML (downloaded) | `USE_MKLML`
-4. Apple Accelerate | `USE_APPLE_ACCELERATE_IF_AVAILABLE` | Mac only
-5. OpenBLAS | `BLAS` | Options: Atlas, Open, MKL, Apple
+1. MKL-DNN (submodule), `USE_MKLDNN`
+2. MKL, `USE_MKL_IF_AVAILABLE`
+3. MKLML (downloaded), `USE_MKLML`
+4. Apple Accelerate (Mac only), `USE_APPLE_ACCELERATE_IF_AVAILABLE`
+5. OpenBLAS, `BLAS`
 
 Note: If `USE_MKL_IF_AVAILABLE` is set to False then MKLML and MKL-DNN will be 
disabled as well for configuration
 backwards compatibility.
 
 For embedded platforms (all other and if cross compiled):
 
-1. OpenBLAS | `BLAS` | Options: Atlas, Open, MKL, Apple
+1. OpenBLAS, `BLAS`
 
 You can set the BLAS library explicitly by setting the BLAS variable to:
 
@@ -170,6 +173,7 @@ unpredictable.
 
 If you want to run MXNet with GPUs, you must install [NVDIA CUDA and 
cuDNN](https://developer.nvidia.com/cuda-downloads).
 
+After installation, run nvidia-smi to verify cuda is available on your machine.
 
 #### Install Optional Software
 
@@ -314,7 +318,7 @@ ninja -v
 ## Installing MXNet Language Bindings
 After building MXNet's shared library, you can install other language bindings.
 
-**NOTE:** The C++ API binding must be built when you build MXNet from source. 
See [Build MXNet with C++]({{'/api/cpp'|relative_url}}).
+**NOTE:** The C++ API binding must be built when you build MXNet from source. 
See [Build MXNet with C++]({{'/api/cpp.html'|relative_url}}).
 
 The following table provides links to each language binding by operating 
system:
 
diff --git a/docs/static_site/src/pages/get_started/osx_setup.md 
b/docs/static_site/src/pages/get_started/osx_setup.md
index b71f7bc..f8618d5 100644
--- a/docs/static_site/src/pages/get_started/osx_setup.md
+++ b/docs/static_site/src/pages/get_started/osx_setup.md
@@ -26,10 +26,10 @@ permalink: /get_started/osx_setup
 
 The following installation instructions are for building MXNet from source. For
 instructions to build MXNet from source on other platforms, see the general
-[Build From Source guide](build_from_source).
+[Build From Source guide](build_from_source.html).
 
 Instead of building from source, you can install a binary version of MXNet. For
-that, please follow the information at [Get Started](get_started).
+that, please follow the information at [Get Started](/get_started).
 
 Building MXNet from source is a two-step process:
 
@@ -61,6 +61,8 @@ not support macOS.
 
 ## Build the MXNet shared library from source
 
+**Note**: Building MXNet from source requires at least 
[gcc7](https://gcc.gnu.org/), clang6 or any C++17 compatible compiler.
+
 On OS X, you need the following dependencies:
 
 **Step 1:** Install prerequisite packages.
@@ -97,13 +99,13 @@ build without Cuda, change `set(USE_CUDA ON CACHE TYPE 
"Build with CUDA
 support")` to `set(USE_CUDA OFF CACHE TYPE "Build with CUDA support")`.
 
 For a GPU-enabled build make sure you have installed the [CUDA dependencies
-first](#cuda-dependencies)). When building a GPU-enabled build on a machine
+first](#cuda-dependencies). When building a GPU-enabled build on a machine
 without GPU, MXNet build can't autodetect your GPU architecture and will target
 all available GPU architectures. Please set the `MXNET_CUDA_ARCH` variable in
 `config.cmake` to your desired cuda architecture to speed up the build.
 
 To (optionally) build with MKL math library, please install MKL first based on
-the guide in [Math Library 
Selection](build_from_source#math-library-selection).
+the guide in [Math Library 
Selection](build_from_source.html#math-library-selection).
 
 **Step 3:** Build MXNet core shared library.
 
@@ -159,7 +161,7 @@ package installed.
 
 ### Install the MXNet Package for C++
 
-Refer to the [C++ Package setup guide](c_plus_plus).
+Refer to the [C++ Package setup guide](cpp_setup.html).
 <hr>
 
 
@@ -202,16 +204,16 @@ You might want to add this command to your 
```~/.bashrc``` file. If you do, you
        Pkg.add("MXNet")
 ```
 
-For more details about installing and using MXNet with Julia, see the [MXNet 
Julia documentation]({{'/api/julia'|relative_url}}).
+For more details about installing and using MXNet with Julia, see the [MXNet 
Julia documentation](/api/julia.html).
 
 
 ### Install the MXNet Package for Scala
 
 To use the MXNet-Scala package, you can acquire the Maven package as a 
dependency.
 
-Further information is in the [MXNet-Scala Setup Instructions](scala_setup).
+Further information is in the [MXNet-Scala Setup 
Instructions](scala_setup.html).
 
-If you use IntelliJ or a similar IDE, you may want to follow the [MXNet-Scala 
on IntelliJ 
tutorial]({{'/api/scala/docs/tutorials/mxnet_scala_on_intellij'|relative_url}}) 
instead.
+If you use IntelliJ or a similar IDE, you may want to follow the [MXNet-Scala 
on IntelliJ tutorial](/api/scala/docs/tutorials/mxnet_scala_on_intellij.html) 
instead.
 
 ### Install the MXNet Package for Perl
 
@@ -247,6 +249,19 @@ After you build the shared library, run the following 
command from the MXNet sou
     make install
 ```
 
+### Install the MXNet Package for Java
+
+**Note:** If you use IntelliJ or a similar IDE, you may want to follow the 
[MXNet-Java on IntelliJ 
tutorial](/api/java/docs/tutorials/mxnet_java_on_intellij.html) instead of 
these instructions.
+
+To install Maven, please refer to [Maven setup guide](java_setup.html). After 
Maven is setup, you may simply run the following from the MXNet scala-package 
folder:
+
+```bash
+mvn install
+```
+
+This will install both the Java Inference API and the required MXNet-Scala 
package.
+<hr>
+
 ## Contributions
 
 You are more than welcome to contribute easy installation scripts for other 
operating systems and programming languages.
diff --git a/docs/static_site/src/pages/get_started/ubuntu_setup.md 
b/docs/static_site/src/pages/get_started/ubuntu_setup.md
index ee4fd27..541ece4 100644
--- a/docs/static_site/src/pages/get_started/ubuntu_setup.md
+++ b/docs/static_site/src/pages/get_started/ubuntu_setup.md
@@ -26,11 +26,10 @@ permalink: /get_started/ubuntu_setup
 
 The following installation instructions are for building MXNet from source on
 computers running **Ubuntu 16.04** or higher. For instructions to build MXNet
-from source on other platforms, see the general [Build From Source
-guide](build_from_source).
+from source on other platforms, see the general [Build From Source 
guide](build_from_source.html).
 
 Instead of building from source, you can install a binary version of MXNet. For
-that, please follow the information at [Get Started](get_started).
+that, please follow the information at [Get Started](/get_started).
 
 Building MXNet from source is a two-step process:
 
@@ -74,7 +73,9 @@ sudo ldconfig
 
 ## Build the MXNet shared library from source
 
-It is recommended that you review the general [build from 
source](build_from_source) instructions before continuing.
+It is recommended that you review the general [build from 
source](build_from_source.html) instructions before continuing.
+
+**Note**: Building MXNet from source requires at least 
[gcc7](https://gcc.gnu.org/), clang6 or any C++17 compatible compiler.
 
 On Ubuntu versions 16.04 or later, you need the following dependencies:
 
@@ -117,13 +118,13 @@ series of `set(name value CACHE TYPE "Description")` 
entries. You can change the
 values of the respective `value`.
 
 For a GPU-enabled build make sure you have installed the [CUDA dependencies
-first](#cuda-dependencies)). When building a GPU-enabled build on a machine
+first](#cuda-dependencies). When building a GPU-enabled build on a machine
 without GPU, MXNet build can't autodetect your GPU architecture and will target
 all available GPU architectures. Please set the `MXNET_CUDA_ARCH` variable in
 `config.cmake` to your desired cuda architecture to speed up the build.
 
 To (optionally) build with MKL math library, please install MKL first based on
-the guide in [Math Library 
Selection](build_from_source#math-library-selection).
+the guide in [Math Library 
Selection](build_from_source.html#math-library-selection).
 
 **Step 3:** Build MXNet core shared library.
 
@@ -189,7 +190,7 @@ pip install --user graphviz==0.8.4 jupyter
 
 ### Install the MXNet Package for C++
 
-Refer to the [C++ Package setup guide](c_plus_plus).
+Refer to the [C++ Package setup guide](cpp_setup.html).
 <hr>
 
 
@@ -300,7 +301,7 @@ julia --color=yes --project=./ -e \
 ```
 
 For more details about installing and using MXNet with Julia, see the
-[MXNet Julia documentation]({{'/api/julia'|relative_url}}).
+[MXNet Julia documentation](/api/julia.html).
 
 <hr>
 
@@ -409,20 +410,20 @@ You should see the following output:
 
 To use the MXNet-Scala package, you can acquire the Maven package as a 
dependency.
 
-Further information is in the [MXNet-Scala Setup Instructions](scala_setup).
+Further information is in the [MXNet-Scala Setup 
Instructions](scala_setup.html).
 
 If you use IntelliJ or a similar IDE, you may want to follow the
-[MXNet-Scala on IntelliJ 
tutorial]({{'/api/scala/docs/tutorials/mxnet_scala_on_intellij'|relative_url}}) 
instead.
+[MXNet-Scala on IntelliJ 
tutorial](/api/scala/docs/tutorials/mxnet_scala_on_intellij.html) instead.
 <hr>
 
 ### Install the MXNet Package for Java
 
 To use the MXNet-Java package, you can acquire the Maven package as a 
dependency.
 
-Further information is in the [MXNet-Java Setup Instructions](java_setup).
+Further information is in the [MXNet-Java Setup Instructions](java_setup.html).
 
 If you use IntelliJ or a similar IDE, you may want to follow the
-[MXNet-Java on IntelliJ 
tutorial]({{'/api/java/docs/tutorials/mxnet_java_on_intellij'|relative_url}}) 
instead.
+[MXNet-Java on IntelliJ 
tutorial](/api/java/docs/tutorials/mxnet_java_on_intellij.html) instead.
 <hr>
 
 ## Contributions
diff --git a/docs/static_site/src/pages/get_started/windows_setup.md 
b/docs/static_site/src/pages/get_started/windows_setup.md
index b008a8e..3eb99c3 100644
--- a/docs/static_site/src/pages/get_started/windows_setup.md
+++ b/docs/static_site/src/pages/get_started/windows_setup.md
@@ -139,6 +139,8 @@ Check the chart below for other options or refer to [PyPI 
for other MXNet pip pa
 
 **IMPORTANT: It is recommended that you review the [build from source 
guide](build_from_source) first.** It describes many of the build options that 
come with MXNet in more detail. You may decide to install additional 
dependencies and modify your build flags after reviewing this material.
 
+**Note**: Building MXNet from source requires at least 
[gcc7](https://gcc.gnu.org/), clang6 or any C++17 compatible compiler.
+
 We provide two primary options to build and install MXNet yourself using 
[Microsoft Visual Studio 2017](https://www.visualstudio.com/downloads/) or 
[Microsoft Visual Studio 
2015](https://www.visualstudio.com/vs/older-downloads/).
 
 **NOTE:** Visual Studio 2017's compiler is `vc15`. This is not to be confused 
with Visual Studio 2015's compiler, `vc14`.

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