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Top 8 matrix-completion open source projects

Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction

✭ 48

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

TotalLeastSquares.jl

Solve many kinds of least-squares and matrix-recovery problems

✭ 23

julia linear-regression estimation least-squares imputation outlier-detection missing-data matrix-completion robust-pca singular-value-decomposition least-square-regression nonnegative-matrix-factorization robust-regresssion total-least-square robust-estimation robust-statistics errors-in-variables missing-data-imputation

Learned-Turbo-type-Affine-Rank-Minimization

Code for Learned Turbo-ype Affine Rank Minimization

✭ 4

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

Matlab library for gradient descent algorithms: Version 1.0.1

✭ 50

matlab machine-learning big-data newton optimization svm linear-regression machine-learning-algorithms statistical-learning classification logistic-regression gradient gradient-descent softmax-regression optimization-algorithms matrix-completion multinomial-regression rosenbrock-problem

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

Data Science and Matrix Optimization course

✭ 64

data-science course-materials matrix-factorization manifold-learning matrix-completion subspace-clustering manifold-alignment precision-matrix-estimation

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

✭ 48

r dropout imputation scrna-seq svd matrix-completion

matrix-completion

Lightweight Python library for in-memory matrix completion.

✭ 94

python perl shell collaborative-filtering matrix-factorization matrix-completion

1-8 of 8 matrix-completion projects