githubinstall - A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub.
Last updated 6 years ago
r-language
7.37 score 48 stars 177 scripts 1.8k downloadsdensratio - Density Ratio Estimation
Density ratio estimation. The estimated density ratio function can be used in many applications such as anomaly detection, change-point detection, covariate shift adaptation. The implemented methods are uLSIF (Hido et al. (2011) <doi:10.1007/s10115-010-0283-2>), RuLSIF (Yamada et al. (2011) <doi:10.1162/NECO_a_00442>), and KLIEP (Sugiyama et al. (2007) <doi:10.1007/s10463-008-0197-x>).
Last updated 5 years ago
anomalydetectionmachine-learningmachine-learning-algorithmsmachine-learning-libraryr-languagestatistics
6.07 score 21 stars 1 packages 37 scripts 198 downloadsmagicfor - Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops.
Last updated 8 years ago
r-language
5.64 score 20 stars 44 scripts 387 downloadssGMRFmix - Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection
An implementation of sparse Gaussian Markov random field mixtures presented by Ide et al. (2016) <doi:10.1109/ICDM.2016.0119>. It provides a novel anomaly detection method for multivariate noisy sensor data. It can automatically handle multiple operational modes. And it can also compute variable-wise anomaly scores.
Last updated 7 years ago
2.34 score 1 stars 22 scripts 161 downloads