Data Mining — CSE 40647/60647 (Spring 2014)

This repository contains the code snippets that were covered in Data Mining (CSE 40647/60647) at the University of Notre Dame. While these files are hosted here, we will be utilizing IPython Notebook Viewer (NBViewer) to display the IPython Notebooks.

Please report any issues to Everaldo Aguiar (eaguiar@nd.edu) or Reid Johnson (rjohns15@nd.edu)

Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
01 - IPython Notebook Demo.ipynb		01 - IPython Notebook Demo.ipynb
02.1 - Collaborative Filtering.ipynb		02.1 - Collaborative Filtering.ipynb
02.2 - Movie Rating.ipynb		02.2 - Movie Rating.ipynb
04 - Summary Statistics and Basic Plotting.ipynb		04 - Summary Statistics and Basic Plotting.ipynb
05 - Baby Names.ipynb		05 - Baby Names.ipynb
06 - Working With Missing Data.ipynb		06 - Working With Missing Data.ipynb
07 - Data Transformation.ipynb		07 - Data Transformation.ipynb
08 - Dimensionality Reduction.ipynb		08 - Dimensionality Reduction.ipynb
10 - Apriori.ipynb		10 - Apriori.ipynb
11 - FP-Growth.ipynb		11 - FP-Growth.ipynb
12 - k-means Clustering.ipynb		12 - k-means Clustering.ipynb
13 - Hierarchical Clustering.ipynb		13 - Hierarchical Clustering.ipynb
18 - KNN.ipynb		18 - KNN.ipynb
23 - Decision Trees.ipynb		23 - Decision Trees.ipynb
27 - Evaluating Classifiers.ipynb		27 - Evaluating Classifiers.ipynb
30 - Boosting.ipynb		30 - Boosting.ipynb
31 - Decision Tree Ensembles.ipynb		31 - Decision Tree Ensembles.ipynb
32 - Stacking & Blending.ipynb		32 - Stacking & Blending.ipynb
33 - Artificial Neural Networks.ipynb		33 - Artificial Neural Networks.ipynb
README.md		README.md
assignment2.ipynb		assignment2.ipynb
assignment3.ipynb		assignment3.ipynb
dataset.ipynb		dataset.ipynb
nick.ipynb		nick.ipynb
split.ipynb		split.ipynb
temporary.ipynb		temporary.ipynb

Navigation Menu

Repository navigation

About

Repository files navigation

Data Mining — CSE 40647/60647 (Spring 2014)

About

Releases

Packages

Contributors

Latest commit

History

Folders and files

Repository files navigation

Data Mining — CSE 40647/60647 (Spring 2014)

About

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors