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1. pixelProject pixelProject Public

   2D game built in C++, using SFML. Featuring state management, entity logic, I/O, and game saves.

   C++ 1

2. resnet18-vs-custom-cnn resnet18-vs-custom-cnn Public

   A comparative performance diagnosis of image classification using a custom CNN versus ResNet18 transfer learning (frozen vs. partially fine-tuned) on car body types.

   Python

3. JBeam2D JBeam2D Public

   Jbeam2D is a simplified version of Jbeam Physics simulation, on which BeamNG.drive is based on. Simulation runs at 2000hz, includes spring and damping forces for Beams and mass for Nodes. Each para…

   C++ 2

4. Diagnosing_neural_network_training Diagnosing_neural_network_training Public

   Modular PyTorch multi-layer classifier built from scratch to study training dynamics, hyperparameter tuning, and troubleshooting (overfitting, underfitting, and batch instability) on the Iris dataset

   Python 1

5. One_Layer_NN_Java One_Layer_NN_Java Public

   A Java-based single-layer neural network (perceptron) for text language classification.

   Java

6. Workout_Tracker Workout_Tracker Public

   Saves pasted formatted text into Json file with name of the file composed from workout type and date when it was performed, allows reading saved workouts, listing all sets of each exercise with rep…

   Python