iam-mhaseeb / python-implementation-of-lsa Goto Github PK

I execute that code on files by reading files and storing in list which is document[] and then where you define new_doc , i take input from the user using input() and assign to new_doc but when i execute that program it shows me wrong result
your code shows me a list with file index and their weight but not the write one on top neither in top 10

when we use our own data or document rather than your documents the output comes not valid....
for example if i take 5 documents that are
documents = ["Computer is a machine", "Dog is animal", "Hamza is human", "I am in Multan" , "How are you"]
and match "dog is animal"
then the output comes
[(0,1.0), (1,1.0),(2,1.0),(3,0.0),(4,0.0)]
which is invalid
and if i implement that code on text files than it take a large amount of time to execute
for example
if i read files from my pc using glob and stores the file in documents[] then your program take very large time to execute more than 1 hour