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1. Non-Negative-Matrix-factorization---Implemented-in-python Non-Negative-Matrix-factorization---Implemented-in-python Public

   This repository provides Python implementations for Non-negative Matrix Factorization (NMF) using the Multiplicative Update (MU) algorithm. Two initialization methods are supported: random initiali…

   Jupyter Notebook 65 24

2. Generative-AI-for-Interactive-Data-Visualization Generative-AI-for-Interactive-Data-Visualization Public

   This Git repository contains the source code and related files for a project focused on leveraging generative AI techniques for interactive data visualization. The repository includes the notebook,…

   Python 12 9

3. octochains octochains Public

   A lightweight, zero-dependency Python framework for parallel, isolated, collaborative AI reasoning.

   Python 346 146

4. Context-based-document-search Context-based-document-search Public

   A Python-based tool for context-based search across text documents using OpenAI embeddings and Chroma vector storage. This system enables efficient querying of document collections by generating ve…

   Python 5

5. Data-Scenario Data-Scenario Public

   Data-Scenario is a repository designed to help professionals and students master data science by solving real-world problems. Each project in this repository is built around a realistic scenario, g…

   Jupyter Notebook 16 8

6. Data-Crime-Stories Data-Crime-Stories Public

   Solve fictional crime cases with Python & data analysis. Weekly Jupyter notebooks, datasets, and case materials where you investigate mysteries using Pandas, visualization, and storytelling.

   Jupyter Notebook 2