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1. Neural-Networks-from-Scratch Neural-Networks-from-Scratch Public

   This repository implements fundamental neural network architectures (linear/logistic regression, MLP, CNNs) using PyTorch. It includes a from-scratch 2D convolution operation and explores technique…

   Jupyter Notebook 1

2. Recurrent-and-Graph-Neural-Networks Recurrent-and-Graph-Neural-Networks Public

   This repository implements recurrent and graph neural networks from scratch using PyTorch. It covers LSTM and GRU models for image classification on FashionMNIST, and a 2-layer GCN for node classif…

   Jupyter Notebook 1

3. Sentiment-Analysis-for-Social-Media-Engagement-Optimization Sentiment-Analysis-for-Social-Media-Engagement-Optimization Public

   Conducted a comprehensive sentiment analysis of news titles and headlines across major social media platforms, utilizing machine learning models to predict social media engagement.

   Jupyter Notebook 1

4. Enhancing-Respiratory-Disease-Diagnosis-with-Predictive-Modeling Enhancing-Respiratory-Disease-Diagnosis-with-Predictive-Modeling Public

   A data-driven project aimed at enhancing diagnostic accuracy for respiratory diseases, including COPD, using the Exasens dataset.

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5. Machine-Learning-Project-on-Heart-Disease-Detection Machine-Learning-Project-on-Heart-Disease-Detection Public

   A beginner level machine learning hands-on project on a structured data in the form of a .csv file to predict/detect heart diseases amongst people based on different criterion passed as inputs.

   Jupyter Notebook 1 1

6. Implement-A-Basic-Decision-Tree-Algorithm-To-Classify-Instances-Of-The-Iris-Dataset Implement-A-Basic-Decision-Tree-Algorithm-To-Classify-Instances-Of-The-Iris-Dataset Public

   Implement A Basic Decision Tree Algorithm To Classify Instances Of The Iris Dataset

   Jupyter Notebook 1