Machine Learning, X-AI | Maaz Salmanhttps://maazsalman.com/tags/machine-learning-x-ai/Machine Learning, X-AIHugo Blox Builder (https://hugoblox.com)en-usSun, 01 Jan 2023 00:00:00 +0000https://maazsalman.com/media/icon_hub75224e924a801dac222e2220d610f2c_32468_512x512_fill_lanczos_center_3.pngMachine Learning, X-AIhttps://maazsalman.com/tags/machine-learning-x-ai/Explainable AI (XAI) Hybrid CNN-LSTM with Attentionhttps://maazsalman.com/project/explainable-ai-xai-hybridcnnlstmwithattention/Sun, 01 Jan 2023 00:00:00 +0000https://maazsalman.com/project/explainable-ai-xai-hybridcnnlstmwithattention/<h2 id="-project-overview">🔬 Project Overview</h2> <p>The primary purpose of this script is to build, train, evaluate, and explain a hybrid deep learning model for a classification task. The model combines Convolutional Neural Networks (CNNs), Long Short-Term Memory networks (LSTMs), and an Attention mechanism.</p> <h2 id="-technical-details">⚙️ Technical Details</h2> <ul> <li>SHAP (SHapley Additive exPlanations) Analysis</li> <li>Grad-CAM (Gradient-weighted Class Activation Mapping)</li> <li>Attention Weights Visualization</li> </ul> <p><em>(For full source code, pin configurations, and implementation details, please view the GitHub repository using the button above).</em></p>