Pinned

1. CNN-Predictor-for-Malaria_Cells-LIME-CAM CNN-Predictor-for-Malaria_Cells-LIME-CAM Public

   Enhanced CNN model for malaria cell classification, featuring Class Activation Mapping (CAM) as a non-agnstic technique for anomaly localization and LIME (Local Interpretable-agnostic Explanation) …

   Jupyter Notebook 4 1

2. Capstone-Project-IBM Capstone-Project-IBM Public

   A data-driven project to predict the success of Falcon 9 rocket landings, crucial for cost analysis and competitive strategy in the space industry. Involves data manipulation in Pandas, JSON data p…

   Jupyter Notebook

3. Automated-Cell-Semantic-Segmentation-with-UNet Automated-Cell-Semantic-Segmentation-with-UNet Public

   A machine learning solution for automating nucleus detection in biomedical images, leveraging the U-Net architecture to accelerate medical research and disease treatment discovery.

   Jupyter Notebook

4. DeepLearning-MNIST-VAE DeepLearning-MNIST-VAE Public

   Exploring the depths of generative learning with a $\beta$-Variational Autoencoder ($\beta$-VAE) applied to the MNIST dataset for robust digit reconstruction and latent space analysis.

   Jupyter Notebook 1

5. Neural-Compression-with-Autoencoders Neural-Compression-with-Autoencoders Public

   Exploring advanced autoencoder architectures for efficient data compression on EMNIST dataset, focusing on high-fidelity image reconstruction with minimal information loss. This project tests vario…

   Jupyter Notebook 1

6. LIME-for-Time-Series LIME-for-Time-Series Public template

   LIME for TimeSeries enhances AI transparency by providing LIME-based interpretability tools for time series models. It offers insights into model predictions, fostering trust and understanding in c…

   Jupyter Notebook 1