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Perceptron-Learning-Algorithm-Implementation

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perceptron-learning-algorithm-implementation

Perceptron Learning Algorithm Implementation Implement perceptron learning algoritm ('PLA') for a linearly separable dataset.

Data Description

CSV data is generated for 2-input features and 1-binary ( 1, -1) labeled columns using create_csv.py. Each point is a comma-separated ordered triple, representing fearture_1, feature_2, and the label for the point.

File Description

input1.csv: data file create_csv.py: data generating script perceptron_learning_algorithm.py: perceptron unit algorithm implementation run command in cmd: python perceptron_learning_algorithm.py input1.py output1.csv