Explainable AI (XAI) Hybrid CNN-LSTM with Attention
A machine learning project utilizing a hybrid CNN-LSTM architecture with an attention mechanism for explainable AI.
Jan 1, 2023
School Management System
The School Management System is a Django-based web application designed to streamline day-to-day academic administration. The project includes a simple, responsive static front-end, built with plain HTML, CSS and JavaScript, served from Django’s static/ directory.
Jan 2, 2022
Hybrid CNN-LSTM Model with Attention for Time Series Classification
This documents the training and evaluation of a Hybrid CNN-LSTM Attention model for time series classification in a dataset. The model combines convolutional neural networks (CNNs) for feature extraction, long short-term memory (LSTM) networks for sequential modeling, and attention mechanisms to focus on important parts of the sequence.
Jan 1, 2022