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.

5. Laplacian Eigenmap for Regression: python demo.py