Lazily regularized updates for Adagrad with sparse features. Implemented in Cython for efficiency.

Compile and install

$ pip install -e .

Run test $ python -c 'import lazygrad.adagrad as a; a.test()'

Implementation is based on

Kummerfeld et al. 2015, "An Empirical Analysis of Optimization for Max-Margin NLP"