aws / random-cut-forest-by-aws

An implementation of the Random Cut Forest data structure for sketching streaming data, with support for anomaly detection, density estimation, imputation, and more.
https://github.com/aws/random-cut-forest-by-aws
Apache License 2.0
206 stars 33 forks source link

handling models created in rc1 #321

Closed sudiptoguha closed 2 years ago

sudiptoguha commented 2 years ago

The encoding of state has been updated between 3.0-rc1 and 3.0-rc2. Using a model created via 3.0-rc1 in 3.0-rc2 code will create an incorrect state.

This is going to be fixed but we recommend not using older models (for reasons of efficiency, both storage as well as compute). Fixes will only apply to most recent branch in main.

sudiptoguha commented 2 years ago

Closed via PR 323