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1. pygame-assignment pygame-assignment Public

2. Day-of-birth-assignment Day-of-birth-assignment Public

3. Perceptron-Source-Code Perceptron-Source-Code Public

   This is a supervised learning algorithm that enables the machine to make predictions based on linearly arranged datasets. Purpose To use the data to develop an algorithm to come up with a line that…

4. Keras-Perceptron Keras-Perceptron Public

   To use Keras to build a perceptron based network with two input nodes and a single output node containing the sigmoid activation function. The neural network was trained with a given dataset while …

5. Deep-Neural-Networks Deep-Neural-Networks Public

   The purpose of this section was to build a deep neural network to classify nonlinear points using the sigmoid activation in the output node.

6. Multiclass-Classification Multiclass-Classification Public

   To design a basic neural network (with one input layer and one output layer.) to categorize a multiclass dataset using the Softmax activation function and evaluate its performance to validate the d…