Merge pull request apache#26 from huangzehao/master

Update to v1.0.0

.github/ISSUE_TEMPLATE.md

@@ -1,42 +1,52 @@
-For bugs or installation issues, please provide the following information.
-The more information you provide, the more likely people will be able to help you.
+Note: Providing complete information in the most concise form is the best way to get help. This issue template serves as the checklist for essential information to most of the technical issues and bug reports. For non-technical issues and feature requests, feel free to present the information in what you believe is the best form.
 
-## Environment info
-Operating System:
+For Q & A and discussion, please start a discussion thread at https://discuss.mxnet.io 
 
-Compiler:
+## Description
+(Brief description of the problem in no more than 2 sentences.)
 
-Package used (Python/R/Scala/Julia):
+## Environment info (Required)
+
+```
+What to do:
+1. Download the diagnosis script from https://raw.githubusercontent.com/apache/incubator-mxnet/master/tools/diagnose.py
+2. Run the script using `python diagnose.py` and paste its output here.
 
-MXNet version:
+```
+
+Package used (Python/R/Scala/Julia):
+(I'm using ...)
 
-Or if installed from source:
+For Scala user, please provide:
+1. Java version: (`java -version`)
+2. Maven version: (`mvn -version`)
+3. Scala runtime if applicable: (`scala -version`)
 
-MXNet commit hash (`git rev-parse HEAD`):
+For R user, please provide R `sessionInfo()`:
 
-If you are using python package, please provide
+## Build info (Required if built from source)
 
-Python version and distribution:
+Compiler (gcc/clang/mingw/visual studio):
 
-If you are using R package, please provide
+MXNet commit hash:
+(Paste the output of `git rev-parse HEAD` here.)
 
-R `sessionInfo()`:
+Build config:
+(Paste the content of config.mk, or the build command.)
 
 ## Error Message:
-Please paste the full error message, including stack trace.
+(Paste the complete error message, including stack trace.)
 
 ## Minimum reproducible example
-if you are using your own code, please provide a short script that reproduces the error.
+(If you are using your own code, please provide a short script that reproduces the error. Otherwise, please provide link to the existing example.)
 
 ## Steps to reproduce
-or if you are running standard examples, please provide the commands you have run that lead to the error.
+(Paste the commands you ran that produced the error.)
 
 1.
 2.
-3.
 
 ## What have you tried to solve it?
 
 1.
 2.
-3.

.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