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tensor-factorization

Here are 27 public repositories matching this topic...

effrosyni-papanastasiou / thesis

Source code for my diploma thesis at ECE NTUA.

tensor-factorization fake-news

Updated Jun 8, 2021
Python

scalyvladimir / LaTTe_RecSys

CoFFee recommender system with attention mechanism

recsys tensor-factorization attention-mechanism

Updated Aug 7, 2022
Python

danielakuinchtner / cp-mdp

A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.

mdp tensor-factorization tensor gridworld markov-decision-processes tensor-algebra compact tensor-decomposition policy-iteration value-iteration multidimensional gridworld-environment parallel-factor-analysis candecomp-parafac canonical-polyadic factored-mdp cpmdp cp-mdp

Updated Mar 2, 2021
Python

TensoNent / tensonent

Tensor Decomposition Library

python machine-learning deep-learning algebra algorithms matrix tensor-factorization tensor tensor-algebra tensor-decomposition

Updated Jan 18, 2020
Python

yinchunhui-ahu / Recurrent_Tensor_Factorization

This is the implementation of our paper "Recurrent Tensor Factorization for Time-aware Service Recommendation"

deep-learning recurrent-neural-networks tensor-factorization service-recommendation qos-prediction

Updated Nov 10, 2020
Python

karimhalaseh / Tensor-Network-Decompositions

Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)

machine-learning algorithms machine-learning-algorithms tensor-factorization tensor tensors tensor-decomposition tensor-networks tensor-train tensor-network-decompositions tensor-trains

Updated Oct 12, 2020
Python

emdgroup / tnmf

Transform-Invariant Non-Negative Matrix Factorization

python data-science machine-learning matrix-factorization tensor-factorization sparse-coding source-separation invariant-features

Updated Nov 12, 2021
Python

gy910210 / tensor-factorization-for-relation-embedding

A Tensor Factorization Method for Relation Embedding

tensor-factorization relation-embedding

Updated May 12, 2016
Python

lanl / pyQBTNs

Python Quantum Boolean Tensor Networks

python numpy matrix-factorization quantum-computing tensor-factorization tensor-decomposition d-wave tensor-train quantum-annealing tucker-decomposition boolean-tucker-factorization boolean-tensor latent-factors boolean-matrices factor-boolean-tensors hierarchical-tucker

Updated Jul 17, 2022
Python

luoyuanlab / panther

PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021

machine-learning genomics cancer pytorch tensor-factorization

Updated Jun 22, 2022
Python

lanl / T-ELF

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

machine-learning hpc gpu matrix matrix-factorization feature-extraction high-performance-computing semi-supervised-learning dimensionality-reduction tensor-factorization tensors unsupervised-learning matrix-completion tensor-decomposition latent-variables blind-source-separation non-negative-matrix-factorization text-preprocessing pattern-extraction

Updated Jul 24, 2024
Python

sverma88 / Deep-HOSeq--ICDM-2020

Deep-HOSeq: Deep Higher-Order Sequence Fusion for Multimodal Sentiment Analysis.

tensor-factorization convolutional-neural-networks tensor multimodal-fusion

Updated Oct 19, 2020
Python

UriaMorP / mprod_package

Software implementation for tensor-tensor m-product

python data-science tca linear-algebra scientific-computing pca tensor-factorization tensor tensor-algebra numerical-analysis tensor-decomposition spatio-temporal time-series-analysis multiway tensor-product tcam

Updated Dec 14, 2023
Python

lanl / pyCP_APR

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

gpu numpy pytorch cybersecurity sparse tensor-factorization cpd tensors tensor-decomposition poisson-distribution latent-features anomaly-detection dense sparse-tensors non-negative-tensor-factorization candecomp-parafac canonical-polyadic dense-tensors

Updated Dec 18, 2023
Python

VincentLiu3 / TF

Python implementation of N-dimensional Tensor Factorization

recommendation-system tensor-factorization

Updated Feb 17, 2018
Python

androstj / tensor_rnn

An implementation of various tensor-based decomposition for NN & RNN parameters

machine-learning deep-learning neural-network pytorch recurrent-neural-networks tensor-factorization tensor-decomposition cp-decomposition tucker

Updated Jun 4, 2018
Python

TIP

NYXFLOWER / TIP

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

deep-learning pytorch protein knowledge-graph drug tensor-factorization link-prediction biography gcn side-effects graph-embedding nerual-network graph-representation-learning pytorch-implementation graph-neural-network polypharmacy multi-relational

Updated Dec 2, 2022
Python

datamllab / pyten

Python Package for Tensor Completion Algorithms

tensor-factorization tensor tensor-decomposition tensor-completion

Updated Nov 6, 2019
Python

drumichiro / nmf-and-ntf

The sample code to study non-negative matrix and tensor factorization.

python collaborative-filtering matrix-factorization tensor-factorization scratch-implementation

Updated Aug 27, 2020
Python

bethgelab / decompose

Blind source separation based on the probabilistic tensor factorisation framework

tensorflow tensor-factorization decompose blind-source-separation

Updated Aug 2, 2018
Python

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