E3B1 elotfian (Elaheh Lotfian) · GitHub
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  1. rag-hybrid-retrieval-evaluation rag-hybrid-retrieval-evaluation Public

    Evaluating retrieval separately from generation in RAG: manual dense baseline vs BM25 vs hybrid (RRF) on near-identical documents. Python, LangChain, FAISS.

    Python 1

  2. ds-portfolio ds-portfolio Public

    Data Science & ML Engineering portfolio

    Jupyter Notebook 1

  3. Data2Business-Agent Data2Business-Agent Public

    Business analytics and ML assistant built with Streamlit for automated profiling, ML baselines, report generation, and trustworthy insights from raw data.

    Python 1

  4. HiMARS-RecommenderSystem HiMARS-RecommenderSystem Public

    Python implementation of HiMARS — hybrid multi-objective algorithms for recommender systems. Code for Lotfian & Kabgani (2026), arXiv:2604.07572.

    Python 1

  5. kde-c11-regularity kde-c11-regularity Public

    Python code for KDE under C¹·¹ regularity — AMISE, weak curvature, and plug-in bandwidths. Reproduces all numerical results in Kabgani & Lotfian (2026).

    Python

  6. phd-thesis-spatial-statistics phd-thesis-spatial-statistics Public

    Code from my PhD research on optimizing spatial sampling networks

0