solitude

An Implementation of Isolation Forest

CRAN Package

Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detection (Liu, Ting and Zhou doi:10.1145/2133360.2133363).

  • Version1.1.3
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release07/29/2021

Documentation


Team


Insights

Last 30 days

This package has been downloaded 1,711 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 59 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsFeb 9, 2025
61 downloadsFeb 10, 2025
111 downloadsFeb 11, 2025
71 downloadsFeb 12, 2025
51 downloadsFeb 13, 2025
61 downloadsFeb 14, 2025
43 downloadsFeb 15, 2025
46 downloadsFeb 16, 2025
46 downloadsFeb 17, 2025
63 downloadsFeb 18, 2025
70 downloadsFeb 19, 2025
111 downloadsFeb 20, 2025
45 downloadsFeb 21, 2025
38 downloadsFeb 22, 2025
36 downloadsFeb 23, 2025
56 downloadsFeb 24, 2025
52 downloadsFeb 25, 2025
43 downloadsFeb 26, 2025
61 downloadsFeb 27, 2025
46 downloadsFeb 28, 2025
50 downloadsMar 1, 2025
45 downloadsMar 2, 2025
47 downloadsMar 3, 2025
73 downloadsMar 4, 2025
88 downloadsMar 5, 2025
51 downloadsMar 6, 2025
51 downloadsMar 7, 2025
44 downloadsMar 8, 2025
48 downloadsMar 9, 2025
44 downloadsMar 10, 2025
59 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
36
111

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 19,657 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Nov 13, 2024 with 112 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

  • Imports6 packages
  • Suggests4 packages
  • Reverse Imports1 package