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
7.29 score 49 stars 177 scripts 1.5k 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 272 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 229 downloadsdeltatest - Statistical Hypothesis Testing Using the Delta Method
Statistical hypothesis testing using the Delta method as proposed by Deng et al. (2018) <doi:10.1145/3219819.3219919>. This method replaces the standard variance estimation formula in the Z-test with an approximate formula derived via the Delta method, which can account for within-user correlation.
Last updated 18 days ago
ab-testingdata-sciencestatistics
4.26 score 4 stars 156 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 140 downloads