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1. ml-federated-learning ml-federated-learning Public

   Federated Learning project using the Flower (FLWR) framework and PyTorch on CIFAR-10, demonstrating privacy-preserving distributed model training with multiple simulated clients.

   Python 1

2. RNN_TimeSeries_Project RNN_TimeSeries_Project Public

   Deep learning project focusing on time series prediction and classification using RNN, LSTM, and GRU models.

   Python 1

3. Transformers_BERT_NLP Transformers_BERT_NLP Public

   Deep learning project focusing on transformer-based models (BERT) for NLP tasks, including fine-tuning, tokenization, and evaluation using PyTorch and Hugging Face.

   Python 1

4. ConvolutionalNeuralNetworks-CNN ConvolutionalNeuralNetworks-CNN Public

   Deep learning lab focusing on image classification using fully connected and convolutional neural networks (CNN) in PyTorch, applied to the CIFAR-10 dataset.

   Python 1

5. TrainingNeuralNetworks-NNs TrainingNeuralNetworks-NNs Public

   Deep learning project on training neural networks using PyTorch, exploring optimizers, schedulers, and performance improvements on the Fashion-MNIST dataset.

   Python 1

6. Regression_and_Classification Regression_and_Classification Public

   Machine learning project focused on regression and classification tasks, including data preprocessing, feature engineering, and supervised learning using scikit-learn.

   Jupyter Notebook 1