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Fatemeh (Romina) Shiri's Projects

chinese_translator icon chinese_translator

This is a chinese to english translator for scripts and codes -currently supports html,js,java,python and markdown files - coded using transformers!

computational-intelligence-course-project icon computational-intelligence-course-project

As a final project of computational course at SRU with Dr.Pazouki, we're going to develop a system based on deep learning concepts and computational evolution algorithms for predicting and optimizing use of fertilizers in Asia.

end-to-end-ranking-pipeline icon end-to-end-ranking-pipeline

This is an end-to-end pipeline that spans from ETL to model training and API deployment. Each component of the pipeline is containerized separately for easy deployment and scalability. The pipeline uses XGBRanker as the model for ranking and provides an efficient and reliable way to serve predictions to end-users.

high-utility-itemset-mining icon high-utility-itemset-mining

Top K high utility itemset mining is a different approach to solve the problems in the field of pattern and association rule mining used in market basket analysis.

notes icon notes

This repo contains my notes and notebooks I created during my learning path in data fields.

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