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Machine Learning Assignment

  1. KNN :
    python3 knn.py pima.csv [k]
    python3 knn.py iris.csv [k]
    python3 knn.py 2moons.csv [k]

  2. Centroid Classifier:
    python3 centroid_classifier.py pima.csv
    python3 centroid_classifier.py iris.csv
    python3 centroid_classifier.py 2moons.csv

  3. Perceptron:
    python3 perceptron.py pima.csv [0/1] [learning rate] [no. of epochs]
    python3 perceptron.py iris.csv [0/1] [learning rate] [no. of epochs]
    python3 perceptron.py 2moons.csv [0/1] [learning rate] [no. of epochs]

  4. MLP:
    python3 irismlp.py

#Write parameter written inside [ ] manually.

  1. Laplacian Eigenmap for Regression: python demo.py

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Semester 6: ML group assignment

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