Merge branch 'master' into theme

Author: aaronmarkham

.flake8

@@ -1,3 +1,5 @@
 [flake8]
 application_import_names = sagemaker, tests
 import-order-style = google
+per-file-ignores =
+    tests/unit/test_tuner.py: F405

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,32 @@
+---
+name: Bug report
+about: File a report to help us reproduce and fix the problem
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To reproduce**
+A clear, step-by-step set of instructions to reproduce the bug.
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots or logs**
+If applicable, add screenshots or logs to help explain your problem.
+
+**System information**
+A description of your system. Please provide:
+- **SageMaker Python SDK version**:
+- **Framework name (eg. PyTorch) or algorithm (eg. KMeans)**:
+- **Framework version**:
+- **Python version**:
+- **CPU or GPU**:
+- **Custom Docker image (Y/N)**:
+
+**Additional context**
+Add any other context about the problem here.

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1,5 @@
+blank_issues_enabled: false
+contact_links:
+  - name: Ask a question
+    url: https://stackoverflow.com/questions/tagged/amazon-sagemaker
+    about: Use Stack Overflow to ask and answer questions

.github/ISSUE_TEMPLATE/documentation-request.md

@@ -0,0 +1,17 @@
+---
+name: Documentation request
+about: Request improved documentation
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**What did you find confusing? Please describe.**
+A clear and concise description of what you found confusing. Ex. I tried to [...] but I didn't understand how to [...]
+
+**Describe how documentation can be improved**
+A clear and concise description of where documentation was lacking and how it can be improved.
+
+**Additional context**
+Add any other context or screenshots about the documentation request here.

.github/ISSUE_TEMPLATE/feature_request.md

@@ -0,0 +1,20 @@
+---
+name: Feature request
+about: Suggest an improvement for this library
+title: ''
+labels: ''
+assignees: ''
+
+---
+
+**Is your feature request related to a problem? Please describe.**
+A clear and concise description of what the problem is. Ex. I'm always frustrated when [...]
+
+**Describe the solution you'd like**
+A clear and concise description of what you want to happen.
+
+**Describe alternatives you've considered**
+A clear and concise description of any alternative solutions or features you've considered.
+
+**Additional context**
+Add any other context or screenshots about the feature request here.

.github/PULL_REQUEST_TEMPLATE.md

@@ -2,13 +2,23 @@
 
 *Description of changes:*
 
+*Testing done:*
+
 ## Merge Checklist
 
 _Put an `x` in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request._
 
+#### General
+
 - [ ] I have read the [CONTRIBUTING](https://github.com/aws/sagemaker-python-sdk/blob/master/CONTRIBUTING.md) doc
 - [ ] I used the commit message format described in [CONTRIBUTING](https://github.com/aws/sagemaker-python-sdk/blob/master/CONTRIBUTING.md#committing-your-change)
+- [ ] I have used the regional endpoint when creating S3 and/or STS clients (if appropriate)
+- [ ] I have updated any necessary documentation, including [READMEs](https://github.com/aws/sagemaker-python-sdk/blob/master/README.rst) and [API docs](https://github.com/aws/sagemaker-python-sdk/tree/master/doc) (if appropriate)
+
+#### Tests
+
 - [ ] I have added tests that prove my fix is effective or that my feature works (if appropriate)
-- [ ] I have updated any necessary [documentation](https://github.com/aws/sagemaker-python-sdk/blob/master/README.rst) (if appropriate)
+- [ ] I have checked that my tests are not configured for a specific region or account (if appropriate)
+- [ ] I have used [`unique_name_from_base`](https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/utils.py#L77) to create resource names in integ tests (if appropriate)
 
 By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.