fastadi
Self-Tuning Data Adaptive Matrix Imputation
Implements the AdaptiveImpute matrix completion algorithm of 'Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion', https://amstat.tandfonline.com/doi/abs/10.1080/10618600.2018.1518238. AdaptiveImpute is useful for embedding sparsely observed matrices, often out performs competing matrix completion algorithms, and self-tunes its hyperparameter, making usage easy.
- Version0.1.1
- R version≥ 3.1
- LicenseMIT
- LicenseLICENSE
- Needs compilation?Yes
- Last release09/07/2022
Documentation
Team
Alex Hayes
MaintainerShow author detailsKarl Rohe
Show author detailsRolesAuthorJuhee Cho
Show author detailsRolesAuthorDonggyu Kim
Show author detailsRolesAuthor
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- Depends2 packages
- Imports5 packages
- Suggests5 packages
- Linking To2 packages