ml-4-cpp

Implementation of some ML algorithms and basic linear algebra in C++ written from scratch.

• SimpleLinearRegressor

• MultipleLinearRegressor

• BinaryLogisticRegressor

• DecisionTreeClassifier

• DecisionTreeRegressor

• RandomForestClassifier

• SupportVectorMachine?

TODOs

• Write tests for SimpleLinearRegressor
• Implement MultipleLinearRegressor
• Implement BinaryLogisticRegressor & write tests
• Used row-major format for training data
• Write tests for MultipleLinearRegressor
• Finish implementation of DecisionTreeClassifier
• Fix main so that everything actually works (not just the tests)

Tests

Tests have been written using the Catch2 library.