
In this work we  used histopathology images to classify tumors or not.
We ended up 20 out of 50 :) 

Histopathology OOD classification 


In this work we  use Dreem headband data to perform sleep stage scoring on 2 seconds epochs of biophysiological signals.
Our final Kappa score of 0.79, which rank us 4th/100 :) 

Beacon Project: Do Machine Learning on EEG Data ! 


Using processed satellite images, we had to classify geographical features into 6 categories. We used Random Forest and XGBoost algorithms to classify the features.

The main challenge was to create new features from the data to improve the classification accuracy.

Histopathology OOD classification

Beacon Project: Do Machine Learning on EEG Data !

Geographical Feature Classification

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