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yqchupy's Projects

danmf icon danmf

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

danmf_crfr icon danmf_crfr

Deep Autoencoder-like NMF with Contrastive Regularization and Feature Relationships preservation

dccnmf icon dccnmf

Matlab implementation for "Deep Complementary and Consensus Non-negative Matrix Factorization for multi-view clustering"

medmnist icon medmnist

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

ml-analysis-of-hyperspectral-data icon ml-analysis-of-hyperspectral-data

Using Non-negative Matrix Factorization (NMF) and Variational Autoencoder (VAE) machine learning architectures to analyze spatial and spectral features of hyperspectral cathodoluminescence (CL) spectroscopy images taken from hybrid inorganic-organic perovskite material

nimfa icon nimfa

Nimfa: Nonnegative matrix factorization in Python

numpynmf icon numpynmf

NumPyNMF implements nine different Non-negative Matrix Factorization (NMF) algorithms using NumPy library and compares the robustness of each algorithm to five various types of noise in real-world data applications.

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