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1. Linear-Classifier-for-MNIST-Dataset Linear-Classifier-for-MNIST-Dataset Public

   MNIST is a standard digit classification dataset. Given a 28 ×28 image containing a digit from 0 to 9, our goal is to deduce which digit the image corresponds to. The dataset has 60,000 training an…

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2. Neural-Network-Classifier-for-MNIST-dataset Neural-Network-Classifier-for-MNIST-dataset Public

   MNIST is a standard digit classification dataset. Given a 28 × 28 image containing a digit from 0 to 9, our goal is deducing which digit the image corresponds to. The dataset has 50,000 training an…

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3. Neural-Network-Classifier-with-Multiclass-Classification-for-MNIST-dataset Neural-Network-Classifier-with-Multiclass-Classification-for-MNIST-dataset Public

   This exercise will focus on training a neural network classifier for the MNIST dataset. The goal of this exercise is understanding the effect of overparameterization and dropout on the training per…

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4. Data-Augmentation-with-the-CIFAR10-dataset Data-Augmentation-with-the-CIFAR10-dataset Public

   CIFAR10 images are of size 32 × 32 and contains pictures corresponding to 10 classes (e.g. airplane, cat, dog, ...) and our goal is deducing which class the image corresponds to. The dataset has 50…

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5. Controlling-TurtleBot4-in-Gazebo-Simulation Controlling-TurtleBot4-in-Gazebo-Simulation Public

   make the robot move in a diamond shape using open-loop control, the waypoints to visit are (0, 0), (3, -4), (6, 0), and (3, 4)

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6. CS-228-Project CS-228-Project Public