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1. Custom-LangChain-Chatbot-with-External-Information-Integration Custom-LangChain-Chatbot-with-External-Information-Integration Public

   Repository showcasing LangChain features with Python, including Prompt Templates, Output Parsers, chaining, integrating external info (RAG), real-time streaming, and debugging techniques.

   Jupyter Notebook

2. RAG-and-SQL-Query-Engine RAG-and-SQL-Query-Engine Public

   This repository contains implementations for executing SQL queries and integrating Retrieval-Augmented Generation (RAG) techniques. It showcases how structured data and language models can work tog…

   Python 1

3. Deep-Neural-Network Deep-Neural-Network Public

   A demonstration of Deep Neural Network implementation using TensorFlow.

   Python

4. ML-Using-Python ML-Using-Python Public

   Contain all Machine Learning stuffs. Training and Evaluation of the classifier. ROC curve , Confusion matrix and tuning best parameters of the classifier etc.

   Jupyter Notebook 1

5. Diminsionality_reduction_ML Diminsionality_reduction_ML Public

   Contains implemenation of PCA, FDA, LDA and QDA

   Python

6. Kernalized-SVM Kernalized-SVM Public

   This repository contains the implemenation of Kernalized SVM from scratch using python. The work is done during the course "Machine Learning in Bioinformatic" (Spring 2017: Course Offered @ PIEAS))

   Python 1