3. LazygradLazily regularized updates for Adagrad with sparse features. Implemented in Cython for efficiency.
4. CrfSimple implementation of Conditional Random Fields (CRF) in Python. A faster, more powerful, Cython implementation is available in the vocrf project https://github.com/timvieira/vocrf
5. spanning treeA reference implementation of algorithms for distributions over spanning trees.