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1. Backpropagation-and-gradient-descent Backpropagation-and-gradient-descent Public

   Backpropagation from scratch and gradient descent overview.

   Jupyter Notebook

2. DataStructures-and-Algorithms DataStructures-and-Algorithms Public

   Python

3. DecisionTree_implementation_from_scratch DecisionTree_implementation_from_scratch Public

   DecisionTree Implementation from scratch

   Python

4. DeepLearning-PyTorch-ObjectDetection DeepLearning-PyTorch-ObjectDetection Public

   Implementing object localization and detection on an augmented MNIST dataset using convolutional neural networks (CNNs) in PyTorch. This project showcases custom CNN architectures, specialized loss…

   Jupyter Notebook

5. quantum_circuits_and_quantum_machine_learning quantum_circuits_and_quantum_machine_learning Public

   Jupyter Notebook

6. Sequence-Models-with-Recurrent-Neural-Networks-LLMs- Sequence-Models-with-Recurrent-Neural-Networks-LLMs- Public

   Project exploring sequence data and recurrent neural networks for text generation. It includes word embeddings, attention mechanisms, and RNN-based models to predict sequences. Implemented tasks: v…

   Jupyter Notebook