Pinned Loading

1. GravitationalLens-MultimodalDL GravitationalLens-MultimodalDL Public

   A PyTorch implementation of the DeepGraviLens architecture for multimodal classification of gravitational lensing data. This project fuses image data with light curve time series using CNNs and LST…

   Jupyter Notebook

2. AI-Pathfinding AI-Pathfinding Public

   AI Pathfinding Implementation featuring Uniform Cost Search (uninformed) and Recursive Best-First Search (informed) algorithms. Solves grid-based navigation with dynamic cost calculations, performa…

   Jupyter Notebook

3. Treasure-Hunt-in-the-Frozen-Lake-and-Optimizing-Movie-Recommendations-Using-Multi-Armed-Bandits Treasure-Hunt-in-the-Frozen-Lake-and-Optimizing-Movie-Recommendations-Using-Multi-Armed-Bandits Public

   This repository contains two reinforcement learning projects: "Treasure Hunt in the Frozen Lake," which navigates a modified FrozenLake using dynamic programming, and "Optimizing Movie Recommendati…

   Jupyter Notebook

4. DeepLearning-CIFAR10-Classifier DeepLearning-CIFAR10-Classifier Public

   Deep learning-based image classifier for the CIFAR-10 dataset using MLP, CNN, and transfer learning approaches. Achieves 91.7% accuracy with MobileNetV2 transfer learning. Includes data preprocessi…

   Jupyter Notebook

5. HRF-Retinal-Edge-Retrieval HRF-Retinal-Edge-Retrieval Public

   🔬 Content-Based Image Retrieval system for retinal fundus images using HRF dataset. Implements handcrafted feature engineering (HOG, LBP, Edge Detection, Gabor, GLCM) with ML models for medical ima…

   Jupyter Notebook

6. EuroSAT-LandUse-Classifier EuroSAT-LandUse-Classifier Public

   A machine learning project for satellite image classification using the EuroSAT dataset. Implements classical ML approaches with handcrafted features (HOG, LBP, edge detection) to classify 10 land-…

   Jupyter Notebook