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Update README.md
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shah314 authored Dec 10, 2020
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Expand Up @@ -10,7 +10,7 @@ BPR puts a zero mean Gaussian prior on the learnt latent factors (embeddings) wh

The implementation requires python3, pandas and numpy. The dimensionality can be changed in util.py. Currently it uses a dimensionality of 50 and 10 iterations. For larger dimensionality and more number of iterations, it might be useful if there is an access to a cluster of servers or a GPU.

The hit rate @ position 10 is around **51%** on the MovieLens [2] data set with 600 users, 9000 movies and 100,000 ratings. The data is uploaded to the data folder for convenience.
The hit rate @ position 10 is around **51%** (on a 30% test set) on the MovieLens [2] data set with 600 users, 9000 movies and 100,000 ratings. The data is uploaded to the data folder for convenience.

The MovieLens data sets can be found on the [MovieLens Web Page](https://grouplens.org/datasets/movielens/).

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