BiNMF

Bilinear Nonnegative Matrix Factorization (BiNMF) implementation for hyperspectral unmixing.

Files

• BiNMF.py - Core algorithm
• main.py - Example experiment
• Synthetic_GBM.py - Synthetic GBM data generator

Run

python main.py

Generate synthetic data:

python Synthetic_GBM.py

Requirements

Python 3.x
PyTorch
NumPy
SciPy
Matplotlib