Algorithms

This page has an enumerated list of algorithms that directed the system's implementation. This page will also feature reference materials that were reviewed.

Logistic Regression

• Scikit Learn

Alternating Least Squares

• Scikit Learn

Linear Regression

• Scikit Learn

Latent Dirichlet Allocation

• gensim
• PyGibbs

Conditional Random Fields

• Book Reference
• Matlab implementation 1
• Matlab implementation 2
• Java

Machine Learning Algorithm blogs

• Nuit Blanche

Bayesian Statistics toolkit

• PyBayes, arxiv paper

Probabilistic Graphical Models

• pgmpy