[docs] init list of oss projects (#10758)

doc/source/index.rst

@@ -195,6 +195,7 @@ Papers
 
    ray-overview/index.rst
    installation.rst
+   oss-users.rst
 
 .. toctree::
    :hidden:

doc/source/mars-on-ray.rst

@@ -1,3 +1,5 @@
+.. _mars-on-ray:
+
 Mars on Ray
 ============
 

doc/source/oss-users.rst

@@ -0,0 +1,79 @@
+.. _ray-oss-list:
+
+Community libraries that integrate with Ray
+===========================================
+
+This page lists libraries that integrate with Ray for distributed execution. If you'd like to add your project to this list, feel free to file a pull request or open an issue on GitHub.
+
+
+Horovod
+-------
+
+Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. The goal of Horovod is to make distributed deep learning fast and easy to use.
+
+[`Link to integration <https://horovod.readthedocs.io/en/stable/ray_include.html>`__]
+
+MARS
+----
+
+Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, Pandas and Scikit-learn.
+
+[:ref:`Link to integration <mars-on-ray>`]
+
+Spacy
+-----
+spaCy is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products.
+
+[`Link to integration <https://pypi.org/project/spacy-ray/>`__]
+
+
+Hugging Face Transformers
+-------------------------
+
+State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
+
+[`Link to integration <https://huggingface.co/transformers/master/main_classes/trainer.html#transformers.Trainer.hyperparameter_search>`__]
+
+Seldon Alibi
+------------
+
+Alibi is an open source Python library aimed at machine learning model inspection and interpretation. The focus of the library is to provide high-quality implementations of black-box, white-box, local and global explanation methods for classification and regression models.
+
+Github: `https://github.com/SeldonIO/alibi <https://github.com/SeldonIO/alibi>`__
+
+
+Intel Analytics Zoo
+-------------------
+
+Analytics Zoo seamless scales TensorFlow, Keras and PyTorch to distributed big data (using Spark, Flink & Ray).
+
+[`Link to integration <https://analytics-zoo.github.io/master/#ProgrammingGuide/rayonspark/>`__]
+
+Modin
+-----
+
+Scale your pandas workflows by changing one line of code.
+
+Github: `https://github.com/modin-project/modin/ <https://github.com/modin-project/modin/>`__
+
+
+ClassyVision
+------------
+
+An end-to-end framework for image and video classification.
+
+[`Link to integration <https://classyvision.ai/tutorials/ray_aws>`__]
+
+PyCaret
+-------
+
+An open-source, low-code machine learning library in Python.
+
+Github: `https://github.com/pycaret/pycaret/ <https://github.com/pycaret/pycaret/>`_
+
+Flambe
+------
+
+Flambé is a machine learning experimentation framework built to accelerate the entire research life cycle. Flambé’s main objective is to provide a unified interface for prototyping models, running experiments containing complex pipelines, monitoring those experiments in real-time, reporting results, and deploying a final model for inference.
+
+Github: `https://github.com/asappresearch/flambe <https://github.com/asappresearch/flambe>`_

doc/source/ray-overview/basics.rst

@@ -18,10 +18,10 @@ On top of **Ray Core** are several libraries for solving problems in machine lea
 - :ref:`sgd-index`
 - :ref:`rayserve`
 
-Ray also has a number of other community contributed libraries:
+There are also many :ref:`community libraries <ray-oss-list>` that integrate with Ray, including `Modin`_, `Hugging Face Transformers`_, :doc:`../dask-on-ray`, `MARS`_, `Horovod`_, and others.
+Check out the :ref:`full list of Ray distributed libraries here <ray-oss-list>`.
 
-- :doc:`../dask-on-ray`
-- `Mars on Ray <https://github.com/mars-project/mars/pull/1508>`__
-- :doc:`../pandas_on_ray`
-- :doc:`../joblib`
-- :doc:`../multiprocessing`
+.. _`Modin`: https://github.com/modin-project/modin
+.. _`Hugging Face Transformers`: https://huggingface.co/transformers/main_classes/trainer.html#transformers.Trainer.hyperparameter_search
+.. _`MARS`: mars-on-ray.html
+.. _`Horovod`: https://horovod.readthedocs.io/en/stable/ray_include.html