mlprojects

Some projects and implementations of machine learning algorithms from scratch.

Notebook descriptions:

• LinearRegressionImpl is an implementation of analytical simple and multiple linear regression.
• GradientDescRegressionImpl is an implementation of linear regression using gradient descent as the minimizing fuction.
• LDA+GibbsImpl is an implementation of collapsed gibbs sampling for latent dirichlet allocation in topic modeling.