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docs/getting-started/advanced-usage.md
@@ -42,6 +42,15 @@ of executors for the different algorithms: the first uses a map reduce pattern a
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the [MapReduceJob][pydvl.parallel.map_reduce.MapReduceJob] class
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and the second implements the futures executor interface from [concurrent.futures][].
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+As a convenience, you can also instantiate a parallel backend class
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+by using the [init_parallel_backend][pydvl.parallel.init_parallel_backend]
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+function:
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+
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+```python
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+from pydvl.parallel import init_parallel_backend
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+parallel_backend = init_parallel_backend(backend_name="joblib")
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+```
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!!! info
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The executor classes are not meant to be instantiated and used by users
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