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On_visual_explanation_of_supervised_and_self-supervised_learning
On_visual_explanation_of_supervised_and_self-supervised_learning PublicVisualization methods to interpret CNNs and Vision Transformers, trained in a supervised or self-supervised way. The methods are based on CAM or on the attention mechanism of Transformers. The resu…
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Analysis-and-prediction-of-stock-prices
Analysis-and-prediction-of-stock-prices PublicThe main objective of this project is the analysis and prediction of stock prices. As far as it concerns the predictions, a variety of classic machine learning algorithms and deep neural networks a…
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A-notebook-for-complete-Exploratory-Data-Analysis-with-SQL
A-notebook-for-complete-Exploratory-Data-Analysis-with-SQL PublicIn this project, a Jupyter Notebook was developed suitable for exploratory data analysis and formulation of SQL queries. This web-based environment is perfect for interactive data analysis, visuali…
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MIM_on_self-supervision
MIM_on_self-supervision PublicIn this project new masking strategies are proposed for more competitive MIM-based self-supervised learning. Furthermore, a new loss function, based on contrastive learning, is introduced and achie…
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Detect-pneumonia-in-chest-X-ray-images
Detect-pneumonia-in-chest-X-ray-images PublicThe main objective of this project is to develop an intelligent system to detect pneumonia in chest X-ray images. In addition to developing detection algorithms, data exploration, analysis, and pre…
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House_price_analysis_and_prediction
House_price_analysis_and_prediction PublicThe main objectives of the project are: exploratory data analysis, pre-processing, feature extraction, price prediction of houses.
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