rishabh26malik / Statistical-Methods-in-AI

Assignments done as a part of SMAI course at IIIT-H

Statistical-Methods-in-AI (SMAI)

Assignments done as a part of SMAI course at IIIT-H

TOPICS

Assignment-1

• KNN regressor
• KNN classifier
• Linear Regression
• Decision Tree

Assignment-2

• Logistic Reression
• Support Vector Machines
• Kmeans clustering
• Kmeans plus plus clustering

Assignment-3

• CIFAR10 classification using convolutional neural networks
• Autoencoders for MNIST digits dataset reconstruction
• Classifying MNIST digit dataset
• Siamese network