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matrix-completion

Here are 27 public repositories matching this topic...

MaurizioFD / RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

Updated May 25, 2023
Python

christopherjenness / NBA-prediction

Predict scores of NBA games using regularized matrix completion

nba matrix-completion nba-games nba-prediction

Updated Mar 1, 2019
Python

tonyduan / matrix-completion

Lightweight Python library for in-memory matrix completion.

collaborative-filtering matrix-factorization matrix-completion

Updated Jul 6, 2023
Python

CrickWu / GCMC

Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction

collaborative-filtering edge-prediction matrix-completion graph-convolutional-networks

Updated Nov 5, 2018
Python

YyzHarry / ME-Net

[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

defense matrix-completion icml robustness adversarial-example adversarial-attacks icml-2019 ml-safety matrix-estimation

Updated May 30, 2025
Python

esaraee / Savoias-Dataset

A visual complexity dataset across seven different categories, including Scenes, Advertisements, Visualization and infographics, Objects, Interior design, Art, and Suprematism for computer vision application.

computer-vision matrix-completion pairwise-comparison visual-complexity wacv19

Updated Sep 27, 2020
Python

YyzHarry / SV-RL

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

reinforcement-learning deep-reinforcement-learning planning controls matrix-completion value-iteration value-function iclr low-rank iclr2020

Updated Feb 1, 2020
Python

JoonyoungYi / MCAM-numpy

Low-rank Matrix Completion using Alternating Minimization

machine-learning collaborative-filtering matrix-completion

Updated May 1, 2018
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 Oct 2, 2025
Python

nmduc / neural-matrix-completion

Source code for the paper "Extendable Neural Matrix Completion"

deep-learning neural-network tensorflow matrix-factorization matrix-completion

Updated Nov 28, 2018
Python

liulizhi1996 / HPOFiller

The implementation of paper "HPOFiller: identifying missing protein-phenotype associations by graph convolutional network".

matrix-completion graph-convolutional-network human-phenotype-ontology

Updated Dec 24, 2020
Python

amjadseyedi / EADNMF

Elastic Adversarial Deep Nonnegative Matrix Factorization for Matrix Completion

matrix-factorization image-inpainting matrix-completion nonnegative-matrix-factorization adversarial-training elastic-loss

Updated Dec 3, 2022
Python

maryram / DiffStru

An official implementation of "Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization"

python matrix-factorization matrix-completion link-prediction non-negative-matrix-factorization information-diffusion

Updated Sep 26, 2023
Python

JoonyoungYi / MCCO-numpy

Exact Matrix Completion via Convex Optimization

machine-learning collaborative-filtering applied-mathematics matrix-completion

Updated Aug 23, 2023
Python

mmahesh / cocain-bpg-matrix-factorization

New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB

machine-learning signal-processing matrix-factorization proximal-algorithms proximal-operators optimization-algorithms nmf matrix-completion matrix-decompositions non-negative-matrix-factorization nmf-decomposition non-convex-optimization

Updated Jun 21, 2022
Python

cchao0116 / GSIMC-ICLR2023

Code for ICLR2023 paper "Graph Signal Sampling for Inductive 1-bit Matrix Completion: a Closed-Form Solution"

spectral-analysis matrix-completion graph-signal-processing

Updated Apr 27, 2023
Python

pavlin-policar / ALRA

Imputation method for scRNA-seq based on low-rank approximation

imputation scrna-seq svd matrix-completion batch-effects

Updated Jan 2, 2019
Python

jkooy / Learned-Turbo-type-Affine-Rank-Minimization

Code for Learned Turbo-ype Affine Rank Minimization

compressed-sensing optimization gradient-descent matrix-completion turbo-codes robust-principal-component-analysis

Updated Jul 21, 2020
Python

mims-harvard / ngmc

Network-guided matrix completion

heterogeneous-network matrix-completion gene-network

Updated Dec 8, 2015
Python

tobias-schnabel / lightweight-mcnnm

Lightweight Implementation of the Matrix Completion Estimator for Panel Data presented by Athey et al. (2021)

python matrix-completion jax

Updated Sep 15, 2025
Python

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