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A compute framework for turning complex data into vectors. Build multimodal vectors with ease and define weights at query time so you don't need a custom reranking algorithm to optimise results. Go straight from notebook to production with the same SDK.
Information Retrieval Project: This repository contains a suite of Python tools and a Jupyter notebook for simple data processing, inverted indexing, and boolean querying, complemented by detailed experimental analyses.
It includes steps such as text pre-processing, document indexing, and query processing using the NLTK library and other NLP tools in the Jupyter Notebook environment. The Cranfield collection was used in the project.
Persian Author Classification: A machine learning project leveraging natural language processing techniques to classify Persian texts by author. The repository contains Jupyter notebooks for both model training and data scraping, a detailed project report, and supplementary source code.