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  1. EGG EGG Public

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    EGG: Emergence of lanGuage in Games

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    Perform Boosting feedforward neural networks on MNIST database using AdaBoost.M2. Adaboost.M2 is a mutliclass boosting algorithm

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  3. AdaBoost_M2_momentumNesterov AdaBoost_M2_momentumNesterov Public

    Perform Boosting feedforward neural networks on MNIST database using AdaBoost.M2. We added momentum and momentum Nesterov gradient descent to train the neural network

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  4. AdaBoost_OneVsAll AdaBoost_OneVsAll Public

    Perform Boosting feedforward neural networks on MNIST database using AdaBoost. As AdaBoost performs only binary classification, we create 10 classifiers (one for each digit) and apply the OneVsAll …

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    Apply HOG_transformation on MNIST digits to extract features and apply SVM on the new extracted features.

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