- Assignment 2- Naive and Optimal Bayes Classifier
- Assignment 3- Ridge and Lasso Regression
- Assignment 4- Movie recommendation using SVD
- Assignment 5- PCA on face images
- Assignment 6- Non-negative Matrix Factorization
- Assignment 7- Multi-class classification on hand-written digit data
- Assignment 8- Logistic Regression on the MNIST hand-written digit dataset
- Assignment 9- PCA and LDA on the IRIS dataset
-
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Repository containing my implementations of basic techniques used in statistical methods in artificial intelligence.
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