James Verbus

Results 4 issues of James Verbus

I’m using shipkit for a Scala/Spark open source project (https://github.com/linkedin/isolation-forest). For every commit, I'd like to build this project multiple times with different dependencies (e.g. build with both Spark 2.3.0...

enhancement

A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.

A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.

Implement a fully online version of Isolation Forest per the paper “Online Isolation Forest” (https://arxiv.org/abs/2505.09593). The library can learn and forget on the fly over a sliding window in Spark ...

enhancement