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1. Machine-Learning-Algorithms-from-Scratch Machine-Learning-Algorithms-from-Scratch Public

   We have collected dataset, applied data synthesization and implemented machine learning algorithms from scratch.

   Jupyter Notebook

2. LLM-ReAct-Framework LLM-ReAct-Framework Public

   A modular framework that integrates the ReAct (Reasoning + Acting) paradigm with Large Language Models (LLMs) to enhance decision-making and dynamic task execution. It enables LLMs to not only gene…

   Jupyter Notebook

3. LoRA--LLM-Fine-Tuning LoRA--LLM-Fine-Tuning Public

   This repository focuses on fine-tuning LLMs using LoRA. LoRA allows for fine-tuning small, additional weights without modifying the original model parameters, preventing catastrophic forgetting. Th…

   Jupyter Notebook

4. Data-Analysis-and-Visualization Data-Analysis-and-Visualization Public

   We have used dataset from Kaggle, applied data cleaning, implemented machine learning algorithms and make analysis and visualizations

   Jupyter Notebook

5. Database-Management Database-Management Public

   This project is focused on managing databases using Python. It contains various scripts related to database operations, including handling user login, managing models, and performing queries. Addit…

   Python

6. LangChain-OpenAI-Function-Calling LangChain-OpenAI-Function-Calling Public

   This repository explores the new 'Function Calling' feature introduced by OpenAI. The repository includes a Jupyter notebook discussing this functionality and its applications, focusing on how Lang…

   Jupyter Notebook