Code Styles & Naming Conventions
--------------------------------


* We follow `PEP8 <https://www.python.org/dev/peps/pep-0008/>`__ for Python code and naming conventions, do try to adhere to the same when making a pull request or making a change. One can also take the help of linters such as ``flake8`` or ``pylint``
* We also follow `NumPy Docstring Style <https://www.sphinx-doc.org/en/master/usage/extensions/example_numpy.html#example-numpy>`__ for Python Docstring Conventions. During the `documentation building <Contributing.rst#documentation>`__\ , we use `sphinx.ext.napoleon <https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html>`__ to generate Python API documentation from Docstring.
* For docstrings, please refer to `numpydoc docstring guide <https://numpydoc.readthedocs.io/en/latest/format.html>`__ and `pandas docstring guide <https://python-sprints.github.io/pandas/guide/pandas_docstring.html>`__

  * For function docstring, **description** , **Parameters**\ , and** Returns**\ /** Yields** are mandatory.
  * For class docstring, **description**\ ,** Attributes** are mandatory.
  * For docstring to describe ``dict``\ , which is commonly used in our hyper-param format description, please refer to [RiboKit : Doc Standards

    * Internal Guideline on Writing Standards](https://ribokit.github.io/docs/text/)

Documentation
-------------

Our documentation is built with :githublink:`sphinx <docs>`.


* 
  Before submitting the documentation change, please **build homepage locally**\ : ``cd docs/en_US && make html``\ , then you can see all the built documentation webpage under the folder ``docs/en_US/_build/html``. It's also highly recommended taking care of** every WARNING** during the build, which is very likely the signal of a** deadlink** and other annoying issues.

* 
  For links, please consider using **relative paths** first. However, if the documentation is written in Markdown format, and:


  * It's an image link which needs to be formatted with embedded html grammar, please use global URL like ``https://user-images.githubusercontent.com/44491713/51381727-e3d0f780-1b4f-11e9-96ab-d26b9198ba65.png``\ , which can be automatically generated by dragging picture onto `Github Issue <https://github.com/Microsoft/nni/issues/new>`__ Box.
  * It cannot be re-formatted by sphinx, such as source code, please use its global URL. For source code that links to our github repo, please use URLs rooted at ``https://github.com/Microsoft/nni/tree/v1.9/`` (\ :githublink:`mnist.py <examples/trials/mnist-tfv1/mnist.py>` for example).
%%%%%%
Code Styles & Naming Conventions
--------------------------------

* We follow `PEP8 <https://www.python.org/dev/peps/pep-0008/>`__ for Python code and naming conventions, do try to adhere to the same when making a pull request or making a change. One can also take the help of linters such as ``flake8`` or ``pylint``
* We also follow `NumPy Docstring Style <https://www.sphinx-doc.org/en/master/usage/extensions/example_numpy.html#example-numpy>`__ for Python Docstring Conventions. During the `documentation building <Contributing.rst#documentation>`__\ , we use `sphinx.ext.napoleon <https://www.sphinx-doc.org/en/master/usage/extensions/napoleon.html>`__ to generate Python API documentation from Docstring.
* For docstrings, please refer to `numpydoc docstring guide <https://numpydoc.readthedocs.io/en/latest/format.html>`__ and `pandas docstring guide <https://python-sprints.github.io/pandas/guide/pandas_docstring.html>`__

  * For function docstring, **description**, **Parameters**, and **Returns** **Yields** are mandatory.
  * For class docstring, **description**, **Attributes** are mandatory.
  * For docstring to describe ``dict``, which is commonly used in our hyper-param format description, please refer to RiboKit Doc Standards

    * `Internal Guideline on Writing Standards <https://ribokit.github.io/docs/text/>`__

Documentation
-------------

Our documentation is built with :githublink:`sphinx <docs>`.

* Before submitting the documentation change, please **build homepage locally**: ``cd docs/en_US && make html``, then you can see all the built documentation webpage under the folder ``docs/en_US/_build/html``. It's also highly recommended taking care of **every WARNING** during the build, which is very likely the signal of a **deadlink** and other annoying issues.

* 
  For links, please consider using **relative paths** first. However, if the documentation is written in Markdown format, and:


  * It's an image link which needs to be formatted with embedded html grammar, please use global URL like ``https://user-images.githubusercontent.com/44491713/51381727-e3d0f780-1b4f-11e9-96ab-d26b9198ba65.png``, which can be automatically generated by dragging picture onto `Github Issue <https://github.com/Microsoft/nni/issues/new>`__ Box.
  * It cannot be re-formatted by sphinx, such as source code, please use its global URL. For source code that links to our github repo, please use URLs rooted at ``https://github.com/Microsoft/nni/tree/v1.9/`` (:githublink:`mnist.py <examples/trials/mnist-tfv1/mnist.py>` for example).