/Deep_IODAA

Primary LanguageJupyter Notebook

Projet Deep Learning IODAA 2023

Judith Coutrot
Auguste Gardette

Classif Pneumonia

Binary classification of images and convolutional neural network for pneumonia detection in chest radiographies

Demand Forecasting

Time series forecasting

  • Linear regression
  • Xgboost
  • MLP : Multilayer perceptron
  • CNN : Convolutional Neural Network
  • LSTM : Long short-term memory Network model
  • GRU : Gated recurrent unit Network model

Multi Classif Fetal Health

Multi-classifications for Fetal Health disease detection

  • Logistic Regression
  • SVC : Support Vector Classification
  • Decision Tree Classifier
  • Random Forest
  • XGBoost Classfier
  • MLP : Multilayer perceptron