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Popular repositories

  1. On_visual_explanation_of_supervised_and_self-supervised_learning On_visual_explanation_of_supervised_and_self-supervised_learning Public

    Visualization 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…

    Python 1

  2. Analysis-and-prediction-of-stock-prices Analysis-and-prediction-of-stock-prices Public

    The 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…

    Jupyter Notebook 1

  3. MIM_on_self-supervision MIM_on_self-supervision Public

    In 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…

    Python

  4. A-notebook-for-complete-Exploratory-Data-Analysis-with-SQL A-notebook-for-complete-Exploratory-Data-Analysis-with-SQL Public

    In 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…

    Jupyter Notebook

  5. Detect-pneumonia-in-chest-X-ray-images Detect-pneumonia-in-chest-X-ray-images Public

    The 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…

    Jupyter Notebook 1

  6. House_price_analysis_and_prediction House_price_analysis_and_prediction Public

    The main objectives of the project are: exploratory data analysis, pre-processing, feature extraction, price prediction of houses.

    Jupyter Notebook