State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

A toolset for Amharic Language pre-processing. Includes an Amharic Stemmer, Transliterator, Stopword remover , Lexical analyzer, Corpus indexer and Term weighter.

Bm25 Information retrieval model using python language

Naïve Bayes Algorithm is implemented from scratch in order to classify spam and not spam emails.

Vision Search Engine is a sophisticated and versatile search engine designed to provide highly accurate and efficient search capabilities. Leveraging a suite of advanced algorithms and techniques, this project is equipped to handle a wide array of search functionalities, ensuring precise and relevant results.

In this repository, you can do text processing, such as indexing, preprocessing, stemming, stopword removal, and tokenization. You can also calculate the relevance of a document using using the Vector Space Model (VSM) method and Query.