isotree
Isolation-Based Outlier Detection
Fast and multi-threaded implementation of isolation forest (Liu, Ting, Zhou (2008) <doi:10.1109/ICDM.2008.17>), extended isolation forest (Hariri, Kind, Brunner (2018) <doi:10.48550/arXiv.1811.02141>), SCiForest (Liu, Ting, Zhou (2010) <doi:10.1007/978-3-642-15883-4_18>), fair-cut forest (Cortes (2021)
- Version0.6.1-1
- R versionunknown
- LicenseBSD_2_clause
- LicenseLICENSE
- Needs compilation?Yes
- Last release03/27/2024
Documentation
Team
David Cortes
MaintainerShow author detailsStephen Moshier
Show author detailsRolesCopyright holderThibaut Goetghebuer-Planchon
Show author detailsRolesCopyright holderDavid Blackman
Show author detailsRolesCopyright holderSebastiano Vigna
Show author detailsRolesCopyright holderNumPy Developers
Show author detailsRolesCopyright holderSciPy Developers
Show author detailsRolesCopyright holderEnthought Inc
Show author detailsRolesCopyright holder
Insights
Last 30 days
This package has been downloaded 1,842 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 75 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 15,308 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Mar 27, 2024 with 156 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports2 packages
- Enhances2 packages
- Suggests9 packages
- Linking To1 package
- Reverse Depends1 package
- Reverse Imports3 packages
- Reverse Suggests2 packages