For the 2015 CBCS Scheme, VTU
Working programs are:
- FIND-S
- Candidate Elimination
- ID3
- Backprop
- Naive Bayesian Classifier (for dataset)
- Naive Bayesian Classifier (for documents)
- Bayesian Network (using Heart Disease data set)
- K-Means Clustering (EM Algorithm)
- K-Nearest Neighbors (Iris data set)
- Locally Weighted Regression
In case the notebooks aren't rendering on GitHub, use nbviewer. (Just paste the URL of the notebook from GitHub into URL input bar on their homepage)
Data sets are included for programs that require them.
Some use the Scikit-learn library.