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1. cifar10-cnn-pytorch cifar10-cnn-pytorch Public

   Convolutional Neural Network implemented in PyTorch for CIFAR-10 image classification using CUDA and TensorBoard.

   Jupyter Notebook

2. reservation-system reservation-system Public

   Multi-module Java client-server reservation system using Quarkus, PostgreSQL, JPA/Hibernate, TCP sockets, authentication, and concurrent request handling.

   Java

3. Andreiser12/The-Game-MC- Andreiser12/The-Game-MC- Public

   Proiect Modern C++.

   C++

4. fashion-mnist-mlp-numpy fashion-mnist-mlp-numpy Public

   Multi-Layer Perceptron implemented from scratch using NumPy for Fashion-MNIST image classification with backpropagation, softmax and momentum optimization.

   Jupyter Notebook

5. fashion-mnist-mlp-pytorch fashion-mnist-mlp-pytorch Public

   PyTorch Multilayer Perceptron (MLP) for Fashion-MNIST image classification with CUDA acceleration, SGD optimization, and confusion matrix analysis.

   Jupyter Notebook

6. sign-language-logistic-regression-numpy sign-language-logistic-regression-numpy Public

   Multinomial Logistic Regression implemented from scratch using NumPy for Sign Language MNIST image classification, with Softmax, Cross-Entropy Loss, Gradient Descent and L2 regularization.

   Jupyter Notebook