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AurelienCallens.github.io
AurelienCallens.github.io PublicPersonnal website about Data Science experiments and projects !
JavaScript 1
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pytorch-mflow-dvc
pytorch-mflow-dvc PublicThis is a test project to learn how to use pytorch (pytorch-lightning) for computer vision and how to include DVC and MLflow in my workflow
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FCN_bathy
FCN_bathy PublicPython tools to perform bathymetric inversion for nearshore areas with video monitoring and deep learning
Jupyter Notebook
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CNN_Timestacks
CNN_Timestacks PublicPython scripts and CNN weights associated with the article "Automatic creation of storm impact database based on video monitoring and convolutional neural networks"
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Wave_forecast_assimilation_sup_material
Wave_forecast_assimilation_sup_material PublicRcode and example of data assimilation for the article: "Using Random forest and Gradient boosting trees to improve wave forecast at a specific location"
R 1
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Shiny_Classifier
Shiny_Classifier PublicShiny application to manually classify images by pushing buttons.
R
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