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.. _ray-core-examples-tutorial:
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Ray Core Examples
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=================
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.. toctree::
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:hidden:
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:glob:
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*
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.. Organize example .rst files in the same manner as the
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.py files in ray/python/ray/train/examples.
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Below are examples for using Ray Core for a variety use cases.
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Beginner
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--------
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.. list-table::
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* - :doc:`A Gentle Introduction to Ray Core by Example <gentle_walkthrough>`
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* - :doc:`Using Ray for Highly Parallelizable Tasks <highly_parallel>`
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* - :doc:`Monte Carlo Estimation of π <monte_carlo_pi>`
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Intermediate
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------------
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.. list-table::
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* - :doc:`Running a Simple MapReduce Example with Ray Core <map_reduce>`
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* - :doc:`Speed Up Your Web Crawler by Parallelizing it with Ray <web_crawler>`
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Advanced
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--------
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.. list-table::
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* - :doc:`Build Batch Prediction Using Ray <batch_prediction>`
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* - :doc:`Build a Simple Parameter Server Using Ray <plot_parameter_server>`
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* - :doc:`Simple Parallel Model Selection <plot_hyperparameter>`
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* - :doc:`Learning to Play Pong <plot_pong_example>`
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