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Add Random Forest Step#46

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Gitiauxx wants to merge 28 commits intodevUDST/urbansim_templates:devfrom xavier_testingUDST/urbansim_templates:xavier_testingCopy head branch name to clipboard

+1,231-17

Commits

Commits on Sep 24, 2018

• Use decorator to register imported steps when initializing

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  4ae8385

• add get_input_columns as a step attribute to avoid ugly code to get the rhs variables

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• Add random forest as as step

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  360e3d8

• Add test for random forest

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• Merge branch 'master' into xavier_testing

  Gitiauxx

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  e20edf6

Commits on Sep 26, 2018

• Add cross validation and feature importance (for random forest)

  Show description for 7f33e8f
  Gitiauxx

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  7f33e8f

Commits on Oct 2, 2018

• add cross validation

  Gitiauxx

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  577e4cc

Commits on Oct 3, 2018

• add a parsing capability for random forest to eval numpy functions from model expression

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• Add the possibility to parse output date and possible numpy transformation to random forest

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• Remove useless inputs in random forest steps

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Commits on Oct 5, 2018

• Fix __init__ for random forest

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• add inheritance from OLSRegression in RF

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Commits on Oct 10, 2018

• Fix bug to import/export model constructed from pickle files

  Gitiauxx

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  5cb5251

• add demo of different methods and some comparison across them

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Commits on Oct 16, 2018

• Add Doc String for utils

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• Add Doc String for utils

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Commits on Oct 17, 2018

• Add examples in doc string

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• Add examples in doc string for regression

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• Add doc string for splits and cross_validate_score in shared.py

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• Add new required libraries in setup.py

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• Add new required libraries in environment.yml

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• remove duplicates import of modelmanager

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Commits on Oct 18, 2018

• Delete neuro_network.py

  Gitiauxx

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  fc9a301

Commits on Oct 19, 2018

• Add a tag role to pickle file

  Gitiauxx

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• branch 'xavier_testing' of https://github.com/udst/urbansim_templates into xavier_testing

  Show description for ae7d465
  Gitiauxx

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  ae7d465

Commits on Oct 24, 2018

• Add tests for utils, random forest and gradient boosting

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Commits on Oct 25, 2018

• Remove get_inputs_columns

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• Follow naming convention

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