A collection of code snippets for Python and R machine learning modules. Python machine learning tools are implemented via scikit-learn; R machine learning algorithms are from a variety of packages (see below).
- Decision Trees
- Random Forest
- Naive Bayes
- kNN
- k-means Clustering
- Market Basket Analysis
- Artificial Neural Networks
- Support Vector Machines
- One-Rule Classifiers
- Linear Support Vector Machines
C50
stats
RWeka
rpart
tm
arules
neuralnet
scikit-learn
scikit-image
pandas
scipy
numpy