Starter kit for getting started in the Music Demixing Challenge.

Distributed NMF/NTF Library

Python library for hyperspectral analysis focused on spectroscopic approach.

sparse and fully constrained spectral unmixing algorithm

Create and explore isolated tracks from music files

Official implementation of EDAA (TIP 2023)

Hyperspectral image Processing and Classification. This repository provides my solution for Project assignment for the course of Machine Learning and Computational Statistics for the MSc in Data Science at Athens University of Economics and Business.

SSABN：Spatial-spectral Attention Bilateral Network for Hyperspectral Unmixing.

An open-source hyperspectral unmixing python package

Demucs wrapper for remixing audio files with additional customizations

Source code of "GPU Parallel Implementation of Dual-Depth Sparse Probabilistic Latent Semantic Analysis for Hyperspectral Unmixing"

Extended Blind End-member and Abundance Estimation with Total Variation

This is the offical implementation for our paper "3D autoencoder algorithm for lithological mapping using ZY-1 02D hyperspectral imagery: a case study of Liuyuan region"

Sparse Unmixing using Archetypal Analysis

Matlab implementation of Nonlinear Extended Blind End-member and Abundance Extraction

TGRS17-Spatial Group Sparsity Regularized NMF for Hyperspectral Unmixing