Merge stable 1.0.0 release of MXNet

Fixes sociomantic-tsunami#11

* cub 89de7ab2(89de7ab2)...05eb57fa(05eb57fa) (798 commits)
  > Merge pull request sociomantic-tsunami#1 from ptrendx/update
  > Create README.md
  > update readme.md
  > 1.7.0
  < 1.6.4 doc update (part 2)
  (...)

* dlpack ()...a6e09b5(a6e09b5) (1 commits)
  > Change order of device_type/id in Context (sociomantic-tsunami#11)

* cub 89de7ab2(89de7ab2)...05eb57fa(05eb57fa) (798 commits)
  > Merge pull request sociomantic-tsunami#1 from ptrendx/update
  > Create README.md
  > update readme.md
  > 1.7.0
  < 1.6.4 doc update (part 2)
  (...)

* dlpack ()...a6e09b5(a6e09b5) (1 commits)
  > Change order of device_type/id in Context (sociomantic-tsunami#11)

* dmlc-core a6c5701(a6c5701)...87b7ffa(87b7ffa) (54 commits)
  > add SetEnv (apache#322)
  > Fix a bug in seek/tell on Windows (apache#318)
  > Fixes apache#303: added recurse_directories to InputSplit::Create (apache#310)
  > Type name error (apache#316)
  > Small param bug (apache#315)
  (...)

* mshadow c037b06(c037b06)...2d7780c(2d7780c) (42 commits)
  > [CMAKE][ARM] Change USE_SSE to SUPPORT_MSSE2 to it uses the autodetected presence of sse compiler flag from the parent project (see PR apache#8395) (apache#303)
  > Makes repeated setting of gpu rng seed produce repeatable sequences. (apache#304)
  > Add USE_SSE which propagates into MSHADOW_USE_SSE in cmake (apache#302)
  > fix range (apache#301)
  > fix for random seed generation (apache#300)
  (...)

* nnvm b279286(b279286)...e4a138a(e4a138a) (139 commits)
  > [TVM] upgrade to latest version (apache#263)
  > Added support for CoreML Permute layers (apache#262)
  > [CMPL] Add Support for Other Data Types (apache#252)
  > fix onnx conv2d_transpose loading (apache#245)
  > [FIX] Fix from_mxnet for multiple outputs symbol (apache#247)
  (...)

* ps-lite v1+118(acdb698)...v1+123(2ce8b9a) (2 commits)
  > Merge pull request apache#117 from madjam/listen-interface
  > Merge pull request apache#109 from b0noI/master

.gitattributes

@@ -0,0 +1,2 @@
+.gitattributes export-ignore
+R-package/* export-ignore

.github/PULL_REQUEST_TEMPLATE.md

@@ -0,0 +1,18 @@
+## Description ##
+(Brief description on what this PR is about)
+
+## Checklist ##
+### Essentials ###
+- [ ] Passed code style checking (`make lint`)
+- [ ] Changes are complete (i.e. I finished coding on this PR)
+- [ ] All changes have test coverage
+- [ ] For user-facing API changes, API doc string has been updated. For new C++ functions in header files, their functionalities and arguments are well-documented. 
+- [ ] To my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change
+
+### Changes ###
+- [ ] Feature1, tests, (and when applicable, API doc)
+- [ ] Feature2, tests, (and when applicable, API doc)
+
+## Comments ##
+- If this change is a backward incompatible change, why must this change be made.
+- Interesting edge cases to note here

.gitignore

@@ -60,6 +60,7 @@ tracker
 __pycache__
 *.pkl
 *.params
+*.states
 *.json
 *.d
 build
@@ -146,3 +147,10 @@ bld
 target
 
 bin/im2rec
+
+model/
+
+# generated function signature for IDE auto-complete
+python/mxnet/symbol/gen_*
+python/mxnet/ndarray/gen_*
+python/.eggs

.gitmodules

@@ -10,9 +10,12 @@
 [submodule "nnvm"]
 	path = nnvm
 	url = https://github.com/dmlc/nnvm
+[submodule "dlpack"]
+	path = dlpack
+	url = https://github.com/dmlc/dlpack
 [submodule "cub"]
 	path = cub
-	url = https://github.com/NVlabs/cub
+	url = https://github.com/dmlc/cub
 [submodule "beaver"]
 	path = beaver
 	url = https://github.com/sociomantic-tsunami/beaver.git