/gradient_dscent_svd

Primary LanguageJupyter Notebook

Funk SVD

Implemented of funk SVD for the medium story

To Run Code

If you to to run prediction part, you have to download movies_metadata.csv from the movies dataset[4]. Then, put it into the folder the-movies-dataset.

References

  1. Coursera: Matrix Factorization and Advanced Techniques by University of Minnesota
  2. Surprise document: Matrix Factorization-based algorithms
  3. Wiki: Matrix factorization (recommender systems)
  4. Dataset: The Movies Dataset
  5. SVD++ paper