pysal/mgwr: mgwr-2.1.1

Changes Version 2.1.1 (2019-07-17) We closed a total of 43 issues (enhancements and bug fixes) through 17 pull requests, since our last release on 2018-09-27. Issues Closed Large-scale data cause the server down (#66) update req to add spreg (#67) transition to readthedocs v2 (#64) transition to python3.6 and 3.7 (#63) GWR poisson: local variable 'aicc' referenced before assignment (#58) (bug, doc) family parameter for Poisson GWR/MGWR (#59) inline docs: proper citation (#62) correct docstrings for family parameter in Sel_BW (#61) Adding a univariate example for Poisson MGWR (#56) Multi bw changes (#57) (docs) reflect api (kernels) change in the docs (#55) can set of independent variables contain zero's (bool)? (#54) Distance matrix calculation is not vectorized for lat, lon (spherical) coordinates (#49) Memory optimization and optional parallelization for GWR/MGWR (#52) Memory optimization (#41) update version in init.py (#48) [WIP] add model csvs rather than pickles (#46) add solve from scipy instead of inv (#45) bool variables and singular matrix error (#42) update travis.yml for matrix testing (#44) add changelog (#43) fix compare_surfaces docstrings (#40) add docs for viz function compare_surfaces (#39) add compare_surfaces docstring and bump version (#38) add viz functions to docs (#37) add_map_func (#36) Pull Requests update req to add spreg (#67) transition to readthedocs v2 (#64) transition to python3.6 and 3.7 (#63) inline docs: proper citation (#62) correct docstrings for family parameter in Sel_BW (#61) (docs) reflect api (kernels) change in the docs (#55) Memory optimization and optional parallelization for GWR/MGWR (#52) update version in init.py (#48) [WIP] add model csvs rather than pickles (#46) add solve from scipy instead of inv (#45) update travis.yml for matrix testing (#44) add changelog (#43) fix compare_surfaces docstrings (#40) add docs for viz function compare_surfaces (#39) add compare_surfaces docstring and bump version (#38) add viz functions to docs (#37) add_map_func (#36) The following individuals contributed to this release: Tayloroshan Wei Kang Ziqi Li Levi John Wolf James Gaboardi Taylor Osha