fastadi
Self-Tuning Data Adaptive Matrix Imputation
Implements the AdaptiveImpute matrix completion algorithm of 'Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion' <doi:10.1080/10618600.2018.1518238> as well as the specialized variant of 'Co-Factor Analysis of Citation Networks' <doi:10.1080/10618600.2024.2394464>. AdaptiveImpute is useful for embedding sparsely observed matrices, often out performs competing matrix completion algorithms, and self-tunes its hyperparameter, making usage easy.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.2 |
rolling source/ R- | fastadi_0.1.2.tar.gz |
27.0 KiB |
0.1.2 |
latest source/ R- | fastadi_0.1.2.tar.gz |
27.0 KiB |
0.1.2 |
2026-04-23 source/ R- | fastadi_0.1.2.tar.gz |
27.0 KiB |
0.1.2 |
2026-04-09 windows/windows R-4.5 | fastadi_0.1.2.zip |
601.6 KiB |