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1. NNKSC NNKSC Public

   Non-negative Kernel Sparse Coding algorithm for semantic dictionary learning in feature space.

   MATLAB 6 4

2. llm-tutorials llm-tutorials Public

   A collection of applications that can be used with Large Language Models (LLMs).

   Jupyter Notebook 5

3. data-science-and-ml-mini-projects data-science-and-ml-mini-projects Public

   This repository represent a range of data analysis and machine learning exercises, typically completed within a single Jupyter notebook. Some of these may be derived from interview challenges I've …

   Jupyter Notebook

4. two-stage-conrag two-stage-conrag Public

   A RAG pipeline that optimizes both precision and scalability by employing a sequential retrieval strategy that leverages the strengths of both keyword-based and semantic search while minimizing com…

   Python 1

5. llm_pharma llm_pharma Public

   This is a tutorial of an agentic Large Language Model (LLM) application to automate the evaluation of patients for clinical trials. It leverages documents related to patients' medical histories, cl…

   Jupyter Notebook

6. NQP NQP Public

   The optimization algorithm for minimizing non-negative quadratic problems under cardinality constraint.

   Python 3