├── README.md ├── Readme ├── CIM_NMF_EYB_block_14_1.png ├── HuberNMF_EYB_salt_0.5_5.png ├── block.png ├── dictionary.png ├── results.png └── salt.png ├── nmf ├── __init__.py ├── __main__ .py ├── data │ ├── CroppedYaleB.zip │ └── ORL.zip ├── evaluate.py ├── initialize.py ├── nmfs.py ├── preprocess.py ├── results │ ├── EYB_add_block_noise_cim_nmf.csv │ ├── EYB_add_block_noise_huber_nmf.csv │ ├── EYB_add_block_noise_nmf.csv │ ├── EYB_add_salt_noise_cim_nmf.csv │ ├── EYB_add_salt_noise_huber_nmf.csv │ ├── EYB_add_salt_noise_nmf.csv │ ├── ORL_add_block_noise_cim_nmf.csv │ ├── ORL_add_block_noise_huber_nmf.csv │ ├── ORL_add_block_noise_nmf.csv │ ├── ORL_add_salt_noise_cim_nmf.csv │ ├── ORL_add_salt_noise_huber_nmf.csv │ └── ORL_add_salt_noise_nmf.csv └── utils.py ├── tutorial.html └── tutorial.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/README.md -------------------------------------------------------------------------------- /Readme/CIM_NMF_EYB_block_14_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/Readme/CIM_NMF_EYB_block_14_1.png -------------------------------------------------------------------------------- /Readme/HuberNMF_EYB_salt_0.5_5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/Readme/HuberNMF_EYB_salt_0.5_5.png -------------------------------------------------------------------------------- /Readme/block.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/Readme/block.png -------------------------------------------------------------------------------- /Readme/dictionary.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/Readme/dictionary.png -------------------------------------------------------------------------------- /Readme/results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/Readme/results.png -------------------------------------------------------------------------------- /Readme/salt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/Readme/salt.png -------------------------------------------------------------------------------- /nmf/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nmf/__main__ .py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /nmf/data/CroppedYaleB.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/data/CroppedYaleB.zip -------------------------------------------------------------------------------- /nmf/data/ORL.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/data/ORL.zip -------------------------------------------------------------------------------- /nmf/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/evaluate.py -------------------------------------------------------------------------------- /nmf/initialize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/initialize.py -------------------------------------------------------------------------------- /nmf/nmfs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/nmfs.py -------------------------------------------------------------------------------- /nmf/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/preprocess.py -------------------------------------------------------------------------------- /nmf/results/EYB_add_block_noise_cim_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/EYB_add_block_noise_cim_nmf.csv -------------------------------------------------------------------------------- /nmf/results/EYB_add_block_noise_huber_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/EYB_add_block_noise_huber_nmf.csv -------------------------------------------------------------------------------- /nmf/results/EYB_add_block_noise_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/EYB_add_block_noise_nmf.csv -------------------------------------------------------------------------------- /nmf/results/EYB_add_salt_noise_cim_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/EYB_add_salt_noise_cim_nmf.csv -------------------------------------------------------------------------------- /nmf/results/EYB_add_salt_noise_huber_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/EYB_add_salt_noise_huber_nmf.csv -------------------------------------------------------------------------------- /nmf/results/EYB_add_salt_noise_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/EYB_add_salt_noise_nmf.csv -------------------------------------------------------------------------------- /nmf/results/ORL_add_block_noise_cim_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/ORL_add_block_noise_cim_nmf.csv -------------------------------------------------------------------------------- /nmf/results/ORL_add_block_noise_huber_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/ORL_add_block_noise_huber_nmf.csv -------------------------------------------------------------------------------- /nmf/results/ORL_add_block_noise_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/ORL_add_block_noise_nmf.csv -------------------------------------------------------------------------------- /nmf/results/ORL_add_salt_noise_cim_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/ORL_add_salt_noise_cim_nmf.csv -------------------------------------------------------------------------------- /nmf/results/ORL_add_salt_noise_huber_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/ORL_add_salt_noise_huber_nmf.csv -------------------------------------------------------------------------------- /nmf/results/ORL_add_salt_noise_nmf.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/results/ORL_add_salt_noise_nmf.csv -------------------------------------------------------------------------------- /nmf/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/nmf/utils.py -------------------------------------------------------------------------------- /tutorial.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/tutorial.html -------------------------------------------------------------------------------- /tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jasoncoding13/nmf/HEAD/tutorial.ipynb --------------------------------------------------------------------------------