A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
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Updated
Mar 2, 2021 - Python
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
GUI to help automate functions of the LibRec Java recommendation systems library
Load Tensor Decompositions results
Physics-informed Machine Learning
A tensor decomposition library for Common Lisp which support sparse tensor.
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
Source code for my diploma thesis at ECE NTUA.
HOTTBOX website
Tensor Decomposition Library
A Tensor Factorization Method for Relation Embedding
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021
Visualization of Tensor Decompositions
Tensor Factorization Based Method for Tensor Completion with Spatio-Temporal Characterization
Coupled matrix-tensor factorization for integrating EEG and ffMRI on the brain cortical surface with source reconstruction
This is the implementation of our paper "Recurrent Tensor Factorization for Time-aware Service Recommendation"
Partitioned Tensor Factorization
Tensor on Spark.
Hybrid Networks: Improving Deep Learning via Integrating Two Views of Images, ICONIP'18
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