MSBD5002 Data mining

Algorithm in class implemented in python. The algorithms' implementations are not strictly follow the correct input. It follows the representations in class.

List of algorithms

• For pca reduction problem, go to this link
• For dendrogram
  • agglomerative approach to draw dendrogram, go this this link
  • monothetic approach to draw, go to this link
• For FP-growth and draw the fp tree, go to this link
• For Dataware horse
  • If you want to calculate the materialized costs, go to this link
  • If the question asks you to use gready algorithm, go to this link
• For neural network
  • If the question asks you to calculate nn value, go to this link
  • If the question asks about the lstm, go to this link
  • If the question asks about gru, go to this link
• For page rank
  • If the question asks about converting graph to matrix, go to this link
  • If the question asks about using hits algorithm, go to this link
  • If the question asks about using page rank algorithm, go to this link
• For outlier
  • If the question asks about lrd, or lof, go to this link
  • If the question asks about dbscan, go to this link
• For Naivbayesian belief network
  • If the question asks about bayesian belief network, go to this link