Man pages for tempted
Temporal Tensor Decomposition, a Dimensionality Reduction Tool for Longitudinal Multivariate Data
| aggregate_feature | Aggregate features using feature loadings |
| bernoulli_kernel | Caculate the Bernoulli kernel |
| count_table | OTU read count table from the ECAM data |
| est_test_subject | Estimate subject loading of testing data |
| format_tempted | Format data table into the input of tempted |
| meta_table | Meta data table from the ECAM data |
| plot_feature_summary | Plot nonparametric smoothed mean and error bands of features... |
| plot_metafeature | Plot nonparametric smoothed mesan and error bands of meta... |
| plot_time_loading | Plot the temporal loading functions |
| processed_table | Central-log-ratio (clr) transformed OTU table from the ECAM... |
| ratio_feature | Take log ratio of the abundance of top features over bottom... |
| reconstruct | Reconstruct tensor from low dimensional components |
| svd_centralize | Remove the mean structure of the temporal tensor |
| tdenoise | Calculate the de-noised temporal tensor |
| tempted | Decomposition of temporal tensor |
| tempted_all | Run all major functions of tempted |
