mgwr-2.2.1

What's Changed

• Parallelization: switch from multiprocessing to joblib by @Ziqi-Li in #137
• Joblib update to default -1 by @Ziqi-Li in #138
• Fixed typo in covariate names by @trietmnj in #140

New Contributors

• @trietmnj made their first contribution in #140

Full Changelog: v2.2.0...v2.2.1

mgwr-2.2.0

What's Changed

• feat: add progress bar to spatial_variability by @pareyesv in #93
• Allowing strictly inf bandwidth for gwr/mgwr by @Ziqi-Li in #104
• fix typo in uniform kernel branch by @tdhoffman in #107
• Add str return to model results by @mtralka in #109
• Update codecov threshold by @Ziqi-Li in #110
• update unittest.yml by @Ziqi-Li in #115
• Update spglm install in unittest by @Ziqi-Li in #123
• CI: make CI run by @martinfleis in #128
• allow custom variable names in summary by @martinfleis in #130

New Contributors

• @pareyesv made their first contribution in #93
• @tdhoffman made their first contribution in #107
• @mtralka made their first contribution in #109
• @martinfleis made their first contribution in #128

Full Changelog: v2.1.2...v2.2.0

mgwr-2.1.2

Changes

Version 2.1.2 (2020-09-08)

We closed a total of 18 issues (enhancements and bug fixes) through 8 pull requests, since our last release on 2019-07-17.

Issues Closed

• check_constant change (#83)
• model.predict => AttributeError: 'list' object has no attribute 'shape' (#85)
• Implement closed form MGWR fit function (#82)
• Akaike weights based bandwidth CIs (#81)
• Update .travis for proper dual tests (#74)
• Binomial MGWR-attempts (#70)
• Gsoc19 - updates for Poisson and Binomial MGWR (#60)
• add LICENSE to the tarball (#69)
• missing dependency in requirements.txt (#65)
• version bump (#68)

Pull Requests

• check_constant change (#83)
• Implement closed form MGWR fit function (#82)
• Akaike weights based bandwidth CIs (#81)
• Update .travis for proper dual tests (#74)
• Binomial MGWR-attempts (#70)
• Gsoc19 - updates for Poisson and Binomial MGWR (#60)
• add LICENSE to the tarball (#69)
• version bump (#68)

The following individuals contributed to this release:

• Taylor Oshan
• Wei Kang
• Ziqi Li
• James Gaboardi
• Levi John Wolf
• Filipe Fernandes
• Tayloroshan

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 Oshan

mgwr 2.0.2: PySAL Spring 2019 Edition

This is a caretaker release to facilitate the PySAL metapackage.

mgwr 2.0.1

This release features the first stable version of mgwr during the process of pysal refactoring and is the first tagged release of mgwr on Github.

Starting from this release, mgwr supports python 3.5 and 3.6 only.

Issues Closed

• 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)
• add badges to README (#35)
• (ENH) prepare online docs (#33)
• Revert "move notebooks outside of the package folder and fix notebooks" (#34)
• move notebooks outside of the package folder and fix notebooks (#32)
• Georgia main example patch (#31)
• format gwr.py following PEP 8 style and fix docstrings (#30)
• use libpysal in docstrings and adapt to python 3 syntax (#29)
• Inconsistent metadata info on setup.py (#25)
• rebuild rights access? (#28)
• swap to libpysal.io.open (#26)
• adapting mgwr to newest libpysal (#27)
• change spreg import pattern (#24)
• change imports from spreg (#22)
• rework pickles in the tests (#21)
• Swap to use more portable types than pickles (#23)
• Output summary (#17)
• Adding summary output (#18)
• Freeze (#20)
• Allow user-set BW's for MGWR (#7)
• Set mgwr bw (#15)
• adds py27 to ci (#16)
• Gwr to mgwr (#14)
• Standard errors and t-vals (#8)
• Redundant calculation of Aj (#10)
• question about final fit in MGWR class? (#1)
• change main directory from gwr to mgwr (#13)
• Update mgwr (#12)
• clean up MGWR (#11)
• Consolidate MGWR (#5)
• hat matrices (#2)

Pull Requests

• 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)
• add badges to README (#35)
• (ENH) prepare online docs (#33)
• move notebooks outside of the package folder and fix notebooks (#32)
• Georgia main example patch (#31)
• format gwr.py following PEP 8 style and fix docstrings (#30)
• use libpysal in docstrings and adapt to python 3 syntax (#29)
• adapting mgwr to newest libpysal (#27)
• change spreg import pattern (#24)
• Swap to use more portable types than pickles (#23)
• Adding summary output (#18)
• Freeze (#20)
• Set mgwr bw (#15)
• Gwr to mgwr (#14)
• Update mgwr (#12)
• clean up MGWR (#11)
• Consolidate MGWR (#5)

The following individuals contributed to this release:

• Wei Kang
• Taylor Oshan
• Philip Kahn
• James Gaboardi
• Levi John Wolf
• Ziqi Li

mgwr 2.0.0

Testing release on github.