/IR---Text-Mining

It is a full version on how to create a search engine using python . Text-minig , TF IDF , Textual data manipulation , Boolean modal , Vector space modal and Cosine similarity.

Primary LanguagePython

Information retrieval -Text-mining-

This is a full version on how to creat a search engine using python . Text-minig \ TF IDF \ Textual data manipulation \ Boolean modal , Vector space modal \ Cosine similarity between the text files . You find inside the PDF file all the process that we have followed . \

Version 1 :

In the first version ( codes.py ) we have implimented the IR system from scratch , the matrixes , the vector model space and the TF IDF , all of those are implimented from scratch.

You need to :

1 - Update the path file to your text files .
2 - Spyder 3 is recommended here.

Version 2 :

In the second version , we have used predifined Python packages and libraries .