vc1492a / PyNomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

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Integrate Numba's JIT with key functions

vc1492a opened this issue · comments

Numba's JIT can greatly accelerate the processing speed of the _distances function and others. One of the main drawbacks of nearest-neighbor approaches is their computational resource needs - reducing this drawback by just-in-time compiling key functions has the potential to greatly accelerate the speeds in which observations are processed.