v1.2.0 Correct sparse PEP energy, experiment updates, add documentation and fix tests
The sparse PEP energy is now correct, and the stochastic sparse PEP algorithm is now fully implemented.
A first-order variational inference method has been added as a baseline for experiments.
Some additional documentation has been added, and some broken tests have been fixed.