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Tigramite 4.0.0-beta
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@jakobrunge jakobrunge released this 20 Feb 20:50
· 680 commits to master since this release
4.0.0-beta
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Learn about vigilant mode.

Tigramite 4.0 is a significant improvement of tigramite, but the main changes are under the hood.

Upgrade Steps

  • Pull new version from master branch
  • Install via python setup.py install
  • take a look at the new tutorials to see all functionality

Breaking Changes

  • Parameters related to the data itself are not set in the DataFrame object
  • you will need to rewrite the initialization of PCMCI and some of its attribute functions
  • removed GPACE class, which is replaced by GPDC
  • tau_min = 0 is new default
  • again, take a look at the new tutorials to see all functionality

New Features

  • improved independence tests
  • improved RCOT conditional independence test (thanks to E. Strobl)
  • several more under the hood
  • once again, take a look at the new tutorials to see all functionality

Bug Fixes

  • small bugs (e.g., related to var_names)

Improvements

  • added a comprehensive test suite
  • refactored and highly modular code that can be utilized also elsehere, especially independence_tests module
  • take a look at the new tutorials to see all functionality
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