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Building Recommendation systems using Singular Value Decomposition (SVD), knn Algorithm, Collaborative filtering, etc

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README.md

README.md

 
 

Singular_Value_Decomposition.py

Singular_Value_Decomposition.py

 
 

bias.py

bias.py

 
 

call_to_all.py

call_to_all.py

 
 

combine.py

combine.py

 
 

evaluation.py

evaluation.py

 
 

knn.py

knn.py

 
 

matFactory.py

matFactory.py

 
 

similarity.py

similarity.py

 
 

similarityByItem.py

similarityByItem.py

 
 

userBias.py

userBias.py

 
 

userLatent.PNG

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Recommendation System for MovieLens

Datasets : http://grouplens.org/datasets/movielens/)

Building recommendation systems using the algorithms - Bias, Similarity, KNN, SVD etc.

I have attached all the codes for building a recommendation system from scratch.

Note:: The codes are available freely. Feel free to add more codes. Spread the word!

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Building Recommendation systems using Singular Value Decomposition (SVD), knn Algorithm, Collaborative filtering, etc

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recommender-system knn singular-value-decomposition

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