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Plagiarism-Checker

This is a plagiarism checker using Bayes theory, the aim of the project is to design a simple system that leverage on the similarity test of the Baye's theorem to implement a system that compare documents.

Quick Overview

The app is built with a very basic user interface with a button to upload all source documents once the the source documents are uploaded, there is another button to clean the document, convert it to a .txt file and remove all common words and save the each document in a training folder.

The target document can now be uploaded, processed cleaned at the same time and prepared for testing. there is a scan button that can be used to initiate the similarity test process, the similarity percent will be shown with a 10 % thresh hold.

Requirements

The user interface is designed using PyQt5, a python framework Frameworks like NLTK, SCIKIT-LEARN, PyPdf, docx2txt, were used for the model.

License

MIT License

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This is a plagiarism checker python machine learning project

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