Examples¶

General examples¶

General-purpose and introductory examples for joblib.

Random state within joblib.Parallel

Random state within joblib.Parallel¶

Checkpoint using joblib.Memory and joblib.Parallel

Checkpoint using joblib.Memory and joblib.Parallel¶

How to use joblib.Memory

How to use joblib.Memory¶

Serialization of un-picklable objects

Serialization of un-picklable objects¶

NumPy memmap in joblib.Parallel

NumPy memmap in joblib.Parallel¶

Improving I/O using compressors

Improving I/O using compressors¶

Parallel examples¶

Examples demoing more advanced parallel patterns.

Using dask distributed for single-machine parallel computing

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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  • 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
  • joblib.register_compressor
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