dCSFA-NMF

dCSFA-NMF contains pytorch code for Supervised Autoencoders Learn Robust Joint Factor Models of Neural Activity

Install List (pip)

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
__pycache__		__pycache__
Demo_train_recon_plot.png		Demo_train_recon_plot.png
Demo_val_recon_plot.png		Demo_val_recon_plot.png
README.md		README.md
TeST_test_dict.pkl		TeST_test_dict.pkl
TeST_train_dict.pkl		TeST_train_dict.pkl
UT_demo.png		UT_demo.png
dCSFA-NMF-CUDA10.yml		dCSFA-NMF-CUDA10.yml
dCSFA-NMF-best-model.pt		dCSFA-NMF-best-model.pt
dCSFA-NMF-last-epoch.pt		dCSFA-NMF-last-epoch.pt
dCSFA_NMF.py		dCSFA_NMF.py
dCSFA_NMF_Multiple_Networks_demo.html		dCSFA_NMF_Multiple_Networks_demo.html
dCSFA_NMF_Multiple_Networks_demo.ipynb		dCSFA_NMF_Multiple_Networks_demo.ipynb
dCSFA_NMF_demo.html		dCSFA_NMF_demo.html
dCSFA_NMF_demo.ipynb		dCSFA_NMF_demo.ipynb
dcsfa_nmf_use_base.py		dcsfa_nmf_use_base.py
dcsfa_nmf_utils.py		dcsfa_nmf_utils.py
demo.png		demo.png
demo_functions.ipynb		demo_functions.ipynb
demo_model.pt		demo_model.pt
demo_sd.pt		demo_sd.pt
demo_val_projection.csv		demo_val_projection.csv
nmf_base_class.py		nmf_base_class.py
umc_data_tools.py		umc_data_tools.py