Examples¶

General examples¶

General-purpose and introductory examples for joblib.

../_images/sphx_glr_nested_parallel_memory_thumb.png

Checkpoint using joblib.Memory and joblib.Parallel

../_images/sphx_glr_parallel_random_state_thumb.png

Random state within joblib.Parallel

../_images/sphx_glr_memory_basic_usage_thumb.png

How to use joblib.Memory

../_images/sphx_glr_parallel_memmap_thumb.png

NumPy memmap in joblib.Parallel

Parallel examples¶

Examples demoing more advanced parallel patterns.

../_images/sphx_glr_distributed_backend_simple_thumb.png

Using dask distributed for single-machine parallel computing

Download all examples in Python source code: auto_examples_python.zip
Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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Navigation

  • Why joblib: project goals
  • Installing joblib
  • On demand recomputing: the Memory class
  • Embarrassingly parallel for loops
  • Persistence
  • Examples
    • General examples
    • Parallel examples
  • Development
  • joblib.Memory
  • joblib.Parallel
  • joblib.dump
  • joblib.load
  • joblib.hash
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