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1. Homesite_quote_conversion_prediction Homesite_quote_conversion_prediction Public

   This repository contains a data science case study on the 'Homesite quote conversion' problem from Kaggle. The objective of the project is to develop a predictive model that accurately identifies p…

   Jupyter Notebook

2. LLM-From-Scratch-For-ChatBots-GPT2 LLM-From-Scratch-For-ChatBots-GPT2 Public

   This project implements an LLM from scratch, utilizing the transformer mechanism similar to that of GPT-2. The model is trained on a customer service dataset.

   Jupyter Notebook 1

3. Backpropagation_Custom_Implementation Backpropagation_Custom_Implementation Public

   This repository contains a Python implementation of a neural network optimization process using different optimizers: Vanilla, Momentum, and Adam. The neural network's forward propagation, backward…

   Jupyter Notebook 1

4. Custom_SGD_Logistic_Regression Custom_SGD_Logistic_Regression Public

   This repository contains a custom implementation of the Stochastic Gradient Descent (SGD) classifier for binary classification. The classifier is implemented with Logarithmic Loss (Logloss) and L2 …

   Jupyter Notebook

5. Self_Driving_Car_Village_Roads Self_Driving_Car_Village_Roads Public

   This repository contains code for a self-driving car project trained on village road scenarios. The model predicts steering angles based on input images, and the simulation includes a visual repres…

   Python 1

6. YOLOv8_Custom_Dataset_Pothole_Detection YOLOv8_Custom_Dataset_Pothole_Detection Public

   This repository implements a custom dataset for pothole detection using YOLOv8. The project focuses on training and fine-tuning YOLOv8 on a specialized dataset tailored for pothole identification. …

   Python 1