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Deepank Dixit's Projects

basic-gans-deeplearning.ai- icon basic-gans-deeplearning.ai-

This repository contains all assignments from the course "Build Basic Generative Adversarial Networks (GANs)" hosted on Deepmind.AI

chat-with-mysql icon chat-with-mysql

The chatbot allows users to interact with a MySQL database using Python and LangChain through natural language queries.

chat-with-weburls icon chat-with-weburls

A versatile chatbot designed to interact with websites, extract information, and engage users through an intuitive Streamlit-based GUI. Leveraging LangChain and compatible with advanced language models like GPT-4, it offers a seamless blend of web navigation and conversational AI.

duckworth-lewis-method icon duckworth-lewis-method

Using the first innings data alone in the above data set, find the best fit 'run production functions' in terms of wickets-in-hand w and overs-to-go u. Assume the model Z(u,w) = Z0(w)[1 - exp{-Lu/Z0(w)}]. Use the sum of squared errors loss function, summed across overs, wickets, and data points.

effects-of-smoking icon effects-of-smoking

How differently does the smoking affect men vs women? Identify the genes that respond different to smoke in men vs women (Smoking Status x Gender vs the Smoking Status + Gender null).

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