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arabicTextClassification
arabicTextClassification PublicAfter collecting 40 thousand tweets and preprocessing it, I used word embeddings with arabert and tf-idf along with two neural network architectures and 5 machine learning algorithms. Due to the hu…
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EnforcingSocialDistancingThroughComputerVision
EnforcingSocialDistancingThroughComputerVision PublicThis tool has four features, which are detecting humans in the frame using deep learning algorithms (faster-rcnn and yolo), calculating the distance between every human who is detected in the frame…
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DealingWithImbalancedData
DealingWithImbalancedData PublicThis project aims to show you the different strategies to mitigate the imbalanced data issue by combining different approaches to resampling data (undersampling, oversampling, and hybrid sampling) …
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featureEngeneeringModules
featureEngeneeringModules PublicInstead of hand-coding the preprocessing of data within a data science life cycle project, you can make use of these modules to automatically preprocess your data
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tripAdvisor-restaurants
tripAdvisor-restaurants PublicTripAdvisor-restaurants is a data mining project wherein we performed data preprocessing and analysis to explore the best restaurants via visualization and machine learning algorithms
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