Add issue and pull request templates and update documentation

.github/issue_template.md

@@ -0,0 +1,57 @@
+#### Description
+<!-- 
+Example: DropFeatures fails on categorical features when assessing a string column
+-->
+
+#### Steps/Code to Reproduce
+<!--
+Please add the minimum code required to reproduce the issue if possible.
+Example:
+```python
+import uuid
+import numpy as np
+import pandas as pd
+from foreshadow.preprocessor import Preprocessor
+
+cat1 = [str(uuid.uuid4()) for _ in range(40)]
+cat2 = [str(uuid.uuid4()) for _ in range(40)]
+
+input = pd.DataFrame({
+    'col1': np.random.choice(cat1, 1000),
+    'col2': np.random.choice(cat2, 1000)
+})
+
+processor = Preprocessor()
+output = processor.fit_transform(input)
+```
+If the code is too long, feel free to put it in a public gist and link it in the issue: https://gist.github.com
+-->
+
+#### Expected Results
+<!--
+Please add the results that you would expect here.
+Example: Error should not be thrown
+-->
+
+#### Actual Results
+<!--
+Please place the full traceback here, again use a gist if you feel that it is too long.
+-->
+
+#### Versions
+<!--
+Please run the following snippet in your environment and paste the results here.
+
+```python
+import platform; print(platform.platform())
+import sys; print("Python", sys.version)
+import numpy; print("NumPy", numpy.__version__)
+import sklearn; print("Scikit-Learn", sklearn.__version__)
+import pandas; print("Pandas", pandas.__version__)
+import foreshadow; print("Foreshadow", foreshadow.__version__)
+from foreshadow.utils import check_transformer_imports; check_transformer_imports()
+```
+-->
+
+
+<!--Thank you for contributing!-->

.github/pull_request_template.md

@@ -0,0 +1,16 @@
+<!--
+Thanks you for taking the time to submit a pull request! Please take a look at some guideliens before submitting a pull request: https://github.com/georgianpartners/foreshadow/blob/development/doc/contrib.rst
+-->
+
+### Related Issue
+<!--
+Example: Fixes #7. See also #35.
+Please use keywords (e.g., Fixes) to create link to the issues or pull requests
+you resolved, so that they will automatically be closed when your pull request
+is merged. See https://github.com/blog/1506-closing-issues-via-pull-requests
+-->
+
+### Description
+<!--
+Please add a narrative description of your the changes made and the rationale behind them. If making a enhancement include the motivation and use cases addressed.
+-->

doc/contrib.rst

@@ -13,32 +13,8 @@ Issues
 ------
 Please feel free to submit issues to github with any bugs you encounter, ideas you may have, or questions about useage. We only ask that you tag them appropriately as *bug fix*, *feature request*, *usage*. Please also follow the following format
 
-   .. code-block:: md
-
-      #### Description
-      Please add a narrative description of your issue.
-   
-      #### Steps/Code to Reproduce
-      Please add the minimum code required to reproduce the issue if possible. If the code is too long, feel free to put it in a public gist and link it in the issue: https://gist.github.com
-
-      #### Expected Results
-      Please add the results that you would expect here
-   
-      #### Actual Results
-      Please place the full traceback here
-   
-      #### Versions
-      Please run the following snippet in your code and paste the results here.
-   
-      ```python
-      import platform; print(platform.platform())
-      import sys; print("Python", sys.version)
-      import numpy; print("NumPy", numpy.__version__)
-      import sklearn; print("Scikit-Learn", sklearn.__version__)
-      import pandas; print("Pandas", pandas.__version__)
-      import foreshadow; print("Foreshadow", foreshadow.__version__)
-      from foreshadow.utils import check_transformer_imports; check_transformer_imports()
-      ```
+.. literalinclude :: ../.github/issue_template.md
+   :language: md
 
 How to Contribute: Pull Requests
 --------------------------------
@@ -74,16 +50,5 @@ We accept pull requests! Thank you for taking the time to read this. There are o
 
 7. Go to the github fork page and submit your pull request against the **development** branch.  Please use the following template for pull requests
 
-   .. code-block:: md
-  
-      ### Description
-      Please add a narrative description of your the changes made
-   
-      ### Related Issue
-      Please add any issue that this pull request addresses
-   
-      ### Motivation and Context
-      If applicable
-   
-      ### Screenshots (if appropriate)
-      Add them here
+.. literalinclude :: ../.github/pull_request_template.md  
+   :language: md