Question: def gradient ( df , Y , emb _ user, emb _ movie ) : Computes the gradient of the mean squared

def gradient(df, Y, emb_user, emb_movie):
"""Computes the gradient of the mean squared error with respect to user and movie embeddings.
Arguments:
df: Dataframe with user ratings.
Y: Sparse representation of observed ratings.
emb_user: User embeddings.
emb_movie: Movie embeddings.
Returns:
d_emb_user: Gradient of the MSE with respect to user embeddings.
d_emb_movie: Gradient of the MSE with respect to movie embeddings.
"""

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!