0.0.10-beta
Pre-release
Pre-release
·
1519 commits
to master
since this release
- Added LODA online anomaly detector
- Added Radius Neighbors classifier and regressor
- Added fast k-d LOF anomaly detector
- Added base Ball Tree implementation
- Added Ranking interface
- Changed Manifold namespace to Embedders
- Isolation Forest and LOF are now Ranking
- K Means is now Verbose
- Accelerated DBSCAN with Ball Tree
- Added upper bound to contamination hyperparameter
- Changed hyper-parameter order of Isolation Forest
- Optimized Interval Discretizer transformer
- K Means is no longer Online
- Removed Sign function
- Added Binary Tree interface
- Added bin count heuristic to LODA
- Changed order of k-d neighbors hyperparameters
- Removed Hamming distance kernel