anurag-b72/medicine-recommendation-system
The "Medicine Recommendation System" is designed to provide suggestions for alternative or substitute medications based on a search query, with the primary goal of offering viable replacements for the specified medicine.
Uses pre-computed similarity matrices (pickle-serialized) to enable rapid medicine matching without real-time computation, built on Streamlit for the web interface with pandas for data manipulation. The system leverages a Kaggle pharmaceutical dataset and relies on two core pickle files—a medicine dictionary and pre-calculated similarity scores—enabling efficient nearest-neighbor lookups for alternative drug recommendations.
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Dec 17, 2023
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