Question: i got an error from function cossin . What should i do ? Cell In [ 3 6 ] , line 4 1 # Sample
i got an error from function cossin What should i do
Cell In line
# Sample tests cossim method in the Collaborative class
samplecf Collaborativesampledata
samplecfcalcitemitemsimilaritysamplecfcossim
sampleyp samplefprdict
samplermse samplecfrmsesampleyp
Cell In line in Collaborative.calcitemitemsimilarityself simfunction, x
def calcitemitemsimilarityself simfunction, :
# calculate itmitem similarity using the specified similarity function
if len :
self.sim simfunction
else:
self.sim simfunction
Cell In line in Collaborative.cossimself
self.Mrcopy
usermeans np nanmean axis
isnan npexpanddimsusermeans, axis
npexpanddimsnpnanmeanX axis axis
# Calculate cosine similarity for all itemitem pairs
# Rescale the cosine similarity to be between and
# Handle divide by zero warning by filling nan values with appropriate values
TypeError: NumPy boolean array indexing assignment requires a or dimensional input, input has dimensions
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