githubinstall - A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub.
Last updated 7 years ago
r-language
7.35 score 49 stars 177 scripts 1.7k 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 6 years ago
anomalydetectionmachine-learningmachine-learning-algorithmsmachine-learning-libraryr-languagestatistics
6.36 score 21 stars 2 dependents 36 scripts 237 downloadsmagicfor - Magic Functions to Obtain Results from for Loops
Magic functions to obtain results from for loops.
Last updated 8 years ago
r-language
5.72 score 20 stars 53 scripts 224 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 149 downloads