OnlineRetail_MatrixFactorization

Implementation of Matrix Factorization methods like SVD, SVD++, NMF , PMF for Master Thesis using the Onilne Retail Dataset

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
SVD min-max_Baseline_.ipynb		SVD min-max_Baseline_.ipynb
SVD min-max_Baseline_mod1.ipynb		SVD min-max_Baseline_mod1.ipynb
2015_Book_RecommenderSystemsHandbook.pdf		2015_Book_RecommenderSystemsHandbook.pdf
2016_Book_MatrixAndTensorFactorizationTe.pdf		2016_Book_MatrixAndTensorFactorizationTe.pdf
2016_Book_RecommenderSystems.pdf		2016_Book_RecommenderSystems.pdf
Matrix Factorization with PyMF.zip		Matrix Factorization with PyMF.zip
Matrix Factorization with Surprise Module.ipynb		Matrix Factorization with Surprise Module.ipynb
NMF_grid_Search_max_min.py		NMF_grid_Search_max_min.py
OnlineRetail.ipynb.zip		OnlineRetail.ipynb.zip
OnlineRetail.xlsx		OnlineRetail.xlsx
OnlineRetail.zip		OnlineRetail.zip
PMF_GridSearch_Std_dev.ipynb		PMF_GridSearch_Std_dev.ipynb
PMF_to_GO_min-max_GridSearch.py		PMF_to_GO_min-max_GridSearch.py
README.md		README.md
SVD_GridSearch_Std_dev.ipynb		SVD_GridSearch_Std_dev.ipynb
SVD_GridSearch_min-max.ipynb		SVD_GridSearch_min-max.ipynb
SVD_to_GO_min-max_GridSearch.py		SVD_to_GO_min-max_GridSearch.py
SVDpp_to_GO_min-max_GridSearch.py		SVDpp_to_GO_min-max_GridSearch.py
Sandbox Surprise Module-Copy1.ipynb		Sandbox Surprise Module-Copy1.ipynb
ScratchImplementaion_SVD_Std_Dev.ipynb		ScratchImplementaion_SVD_Std_Dev.ipynb
base.py		base.py
nmf.py		nmf.py
svd_pymf.py		svd_pymf.py

sroder/OnlineRetail_MatrixFactorization