• A list of topics for a Google summer of code (GSOC) 2013
• Add scipy.sparse matrix input support to the Decision Tree Implementation
• Online Low Rank Matrix Completion
• Online Non Negative Matrix Factorization
• Robust PCA
• Generalized Additive Models
• Coordinated descent in linear models beyond squared loss (eg Logistic)
• Improve GMM