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.. _general_examples:
Examples
========
General examples
----------------
General-purpose and introductory examples for joblib.
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.. image:: /auto_examples/images/thumb/sphx_glr_nested_parallel_memory_thumb.png
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:ref:`sphx_glr_auto_examples_nested_parallel_memory.py`
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Checkpoint using joblib.Memory and joblib.Parallel
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.. image:: /auto_examples/images/thumb/sphx_glr_memory_basic_usage_thumb.png
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:ref:`sphx_glr_auto_examples_memory_basic_usage.py`
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How to use joblib.Memory
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.. image:: /auto_examples/images/thumb/sphx_glr_parallel_random_state_thumb.png
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:ref:`sphx_glr_auto_examples_parallel_random_state.py`
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Random state within joblib.Parallel
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.. image:: /auto_examples/images/thumb/sphx_glr_serialization_and_wrappers_thumb.png
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:ref:`sphx_glr_auto_examples_serialization_and_wrappers.py`
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Serialization of un-picklable objects
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.. image:: /auto_examples/images/thumb/sphx_glr_parallel_memmap_thumb.png
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:ref:`sphx_glr_auto_examples_parallel_memmap.py`
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NumPy memmap in joblib.Parallel
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.. image:: /auto_examples/images/thumb/sphx_glr_compressors_comparison_thumb.png
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:ref:`sphx_glr_auto_examples_compressors_comparison.py`
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Improving I/O using compressors
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.. image:: /auto_examples/images/thumb/sphx_glr_parallel_generator_thumb.png
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:ref:`sphx_glr_auto_examples_parallel_generator.py`
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Returning a generator in joblib.Parallel
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.. toctree::
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/auto_examples/nested_parallel_memory
/auto_examples/memory_basic_usage
/auto_examples/parallel_random_state
/auto_examples/serialization_and_wrappers
/auto_examples/parallel_memmap
/auto_examples/compressors_comparison
/auto_examples/parallel_generator
Parallel examples
-----------------
Examples demoing more advanced parallel patterns.
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.. image:: /auto_examples/parallel/images/thumb/sphx_glr_distributed_backend_simple_thumb.png
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:ref:`sphx_glr_auto_examples_parallel_distributed_backend_simple.py`
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Using Dask for single-machine parallel computing
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/auto_examples/parallel/index.rst
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.. container:: sphx-glr-footer sphx-glr-footer-gallery
.. container:: sphx-glr-download sphx-glr-download-python
:download:`Download all examples in Python source code: auto_examples_python.zip `
.. container:: sphx-glr-download sphx-glr-download-jupyter
:download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip `
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.. rst-class:: sphx-glr-signature
`Gallery generated by Sphinx-Gallery