pls correct my code :

def apply$\_$eba$($ratings$\_$matrix, importances$\_1$d$\_$array, cutoffs$\_1$d$\_$array$)$:

# Convert inputs to numpy arrays

ratings $=$ np$.$array$($ratings$\_$matrix$)$

importances $=$ np$.$array$($importances$\_1$d$\_$array$)$

cutoffs $=$ np$.$array$($cutoffs$\_1$d$\_$array$)$

# Create a DataFrame with ratings and importances

df $=$ pd$.$DataFrame$($ratings$)$

df$.$columns $=$ importances

# Sort DataFrame by importances

df$.$sort$\_$index$($axis$=1,$ ascending$=$False, inplace$=$True$)$

# Apply cutoffs

df $=$ df$.$ge$($cutoffs$[$importances$.$argsort$()[$::$-1]])$

# Eliminate products

while df$.$shape$[0]>1$:

df $=$ df$[$df$[$df$.$columns$[0]]]$

df$.$drop$($df$.$columns$[0],$ axis$=1,$ inplace$=$True$)$

# Return product index

return df$.$index$[0]+1$

# Test Case $1$

ratings$\_$matrix $=[[1,7,7,7],[3,7,2,5],[7,1,7,1]]$

importances$\_1$d$\_$array $=[9,55,12,24]$

cutoffs$\_1$d$\_$array $=[2,2,2,2]$

print$($apply$\_$eba$($ratings$\_$matrix, importances$\_1$d$\_$array, cutoffs$\_1$d$\_$array$))$ # Output: $2$

# Test Case $2$

ratings$\_$matrix $=[[1,1,2,3,4,5,5],[3,4,2,7,3,5,3],[2,4,3,4,6,4,3],[4,1,4,3,5,6,6],[3,1,6,6,4,6,4]]$

importances$\_1$d$\_$array $=[17,9,9,13,22,26,4]$

cutoffs$\_1$d$\_$array $=[1\mathrm{.}5,1\mathrm{.}5,3\mathrm{.}5,2\mathrm{.}5,1\mathrm{.}5,2\mathrm{.}5,2\mathrm{.}5]$

results $=[$apply$\_$eba$($ratings$\_$matrix, importances$\_1$d$\_$array, cutoffs$\_1$d$\_$array$)$ for $\_$ in range$(2000)]$

print$($np$.$bincount$($results$)[1$:$]/2000)$ # Output: array with probabilities for each product

error :

exer, axis, fill$\_$value, allow$\_$dups, copy, consolidate, only$\_$slice, use$\_$na$\_$proxy$)$

$674$ # some axes don't allow reindexing with dups

$675$ if not allow$\_$dups:

$-->676$ self.axes$[$axis$].\_$validate$\_$can$\_$reindex$($indexer$)$

$677$

$678$ if axis $>=$ self.ndim:

~$/$opt$/$anaconda$3/$lib$/$python$3\mathrm{.}9/$site$-$packages$/$pandas$/$core$/$indexes$/$base$.$py in $\_$validate$\_$can$\_$reindex$($self$,$ indexer$)$

$4119$ # trying to reindex on an axis with duplicates

$4120$ if not self.$\_$index$\_$as$\_$unique and len$($indexer$)$:

$->4121$ raise ValueError$("$cannot reindex on an axis with duplicate labels"$)$

$4122$

$4123$ def reindex$($

ValueError: cannot reindex on an axis with duplicate labels

$$