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1. rl-snake rl-snake Public

   Reinforcement learning agents (PPO, DQN) for Snake on a 7×7 grid. Compares fully vs. partially observable environments, reward shaping, and frame stacking. PPO achieves +40-62% over heuristic basel…

   Python

2. bone-age-prediction-cnn-fusion bone-age-prediction-cnn-fusion Public

   Bone age estimation from pediatric hand radiographs using lightweight CNNs trained from scratch. Explores uncertainty-aware learning (DLDL) and patch-based attention under strict no-pretraining con…

   Jupyter Notebook

3. deepglobe-land-cover-segmentation deepglobe-land-cover-segmentation Public

   Semantic segmentation of high-resolution satellite imagery on the DeepGlobe Land Cover dataset, comparing U-Net, DeepLabV3+, and DenseASPP under a controlled multi-scale context modeling framework.

   Jupyter Notebook

4. frank-wolf-optimization frank-wolf-optimization Public

   This repository provides a clean, class-based implementation of the Frank–Wolfe algorithm for low-rank matrix completion under a nuclear-norm constraint. It is structured to be easily extended (e.g…

   Jupyter Notebook