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1. datascience_projects datascience_projects Public

   This repository contains two projects of supervised classification. The first one is a credit scoring prediction problem for a bank. The second one is a customer satisfaction score prediction

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2. brain_tumor_classification_segmentation brain_tumor_classification_segmentation Public

   We try to discriminate healthy scans from patients suffering from brain tumor. We then detect the tumors using U-Net, the semantic segmentation model .

   Jupyter Notebook

3. deep_learning deep_learning Public

   Exercises from the course cs231n : visual recognition from Stanford. Implementation of FC NN and CNN (~from scratch using numpy) and using TensorFlow

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4. svm_functional_data svm_functional_data Public

   Use of SVM for functional data : spectrometric samples of octane. Based on the following paper : https://hal.archives-ouvertes.fr/hal-00144141/document

   Jupyter Notebook 1

5. machine_learning_M2 machine_learning_M2 Public

   Practical sessions from the course Data Mining (PCA, Linear Reg, KMeans, Gaussian Mixture, Logistic Reg, Bagging, Boosting, RF, NN ...)

   Jupyter Notebook

6. MonteCarloTreeSearch_project_M2 MonteCarloTreeSearch_project_M2 Public

   Implementation of the game 'Connect 4' (Puissance 4) and parallelisation of the MCTS algorithm in C#

   C#