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Isolation Forest is executed in parallel during fitting. But, during prediction it is running single-threaded. This translates into being quite slow at prediction time.
Together with this issue I am submitting a PR that parallelises prediction.
Description
Isolation Forest is executed in parallel during fitting. But, during prediction it is running single-threaded. This translates into being quite slow at prediction time.
Together with this issue I am submitting a PR that parallelises prediction.
Steps/Code to Reproduce
NA
Expected Results
NA
Actual Results
NA
Versions
python: 3.6.8
sklearn: 0.22.dev0
numpy: 1.16.4
scipy: 1.3.0
Cython: 0.29.9
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