aliexpress_dashboard

Simple shiny dashboard gathering aliexpress URL for fishing lures.

aureliencallens

GitHub profile

aureliencallens.github.io

Personnal website about Data Science experiments and projects !

cnn_timestacks

Python scripts and CNN weights associated with the article "Automatic creation of storm impact database based on video monitoring and convolutional neural networks"

coursera_data_science

dash_app_mae

Basic dash application to explore the errors of the Pix2Pix network in bathymetric inversion task depending on input and tide conditions.

data-version-control-test

Testing DVC for data and model versioning

fcn_bathy

Python tools to perform bathymetric inversion for nearshore areas with video monitoring and deep learning

pytorch-mflow-dvc

This 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

rlmdatadriven

R package for robust regression with data driven procedures

shiny_classifier

Shiny application to manually classify images by pushing buttons.

wave_forecast_assimilation_sup_material

Rcode and example of data assimilation for the article: "Using Random forest and Gradient boosting trees to improve wave forecast at a specific location"