Skip to content
/ NNMC Public

Tensorflow implementation of Neural Network Matrix Completion

Notifications You must be signed in to change notification settings

maktukmak/NNMC

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Neural-Network-Matrix-Completion

This is Tensorflow implementation of the paper "A Neural Net Framework for Accumulative Feature-based Matrix Completion". Please cite the paper if you find the source code useful for your research.

Model

The framework impute missing values of a given matrix. The values are assumed to be real valued. The framework introduces separate neural network for each feature. Update is performed at each iteration by exploiting the model right after all networks are trained.

Dataset

Protein dataset is provided for demonstration.

About

Tensorflow implementation of Neural Network Matrix Completion

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages