Some Machine Learning algorithms, implemented in python
- K-Means : Randomly generates points and clusters them.
- Linear-Regession : Fits a line through 2D points.
- Naive-Bayes : SMS Spam detection.
- color-scheme-from-image : Builds a Self Organizing Map on image and derive color scheme.
- decision-tree : ID3 decision tree to predict car acceptability with xml serialization for model.
- mining-association-rules : Apriori algorithm to find association rules in retail data.
Some other implementations, in python
- Backpropagation : A modern neural network having one hidden layer.
Some other implementations, in Java 8
- Decision Tree Classifier (ID3) : Determines car acceptability from some properties of the car like price and technical characteristics.
- Logistic Regression : Learns the xor (x^y) function