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1. DCGANandCAE DCGANandCAE Public

   Replication of the DCGAN paper https://arxiv.org/abs/1511.06434 and implementation of CAE U-net described in this paper https://arxiv.org/abs/1505.04597

   Jupyter Notebook 5

2. DecisionTreeFromScratch DecisionTreeFromScratch Public

   From scratch implementation of Decision Tree based on information gain (and not Gini index!). Tree pruning is also implemented and

   Jupyter Notebook

3. PolynomialFeatureAndBagging PolynomialFeatureAndBagging Public

   Playing around with polynomial feature on scikit learn makemoon dataset and test different ensemble method on the fashion MNIST dataset

   Jupyter Notebook 1

4. ReinforcementLearningHalite3 ReinforcementLearningHalite3 Public

   First try of reinforcement learning with Dueling Deep Q-Network for the AI competition Halite 3 launched by Two Sigma. My code have reach rank 400/6000 in the competition without any rule based dec…

   Python 4

5. U-Net_ImageSegmentation U-Net_ImageSegmentation Public

   Implementation of U-net in order to do image segmentation on brain IRM to compute volume of different tissue (GM, WM, CSF and background) and guess patient age

   Jupyter Notebook 1

6. TextComprehensionModel TextComprehensionModel Public

   The repository regroup all the work of my 3 months internship in the Laboratory Jean-Kuntzmann as research trainee. The main topic is a simulation of human memory while reading a text. There is als…

   Python 1