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Add Bayesian Additive Regression Trees (BARTs) #4183

Merged
merged 26 commits into from
Nov 14, 2020
Merged

Add Bayesian Additive Regression Trees (BARTs) #4183

merged 26 commits into from
Nov 14, 2020

Commits on Oct 9, 2020

  1. update from master

    @aloctavodia
    aloctavodia committed Oct 9, 2020
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  2. black

    @aloctavodia
    aloctavodia committed Oct 9, 2020
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  3. minor fix

    @aloctavodia
    aloctavodia committed Oct 9, 2020
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  4. clean code

    @aloctavodia
    aloctavodia committed Oct 9, 2020
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  5. blackify

    @aloctavodia
    aloctavodia committed Oct 9, 2020
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  6. fix error residuals

    @aloctavodia
    aloctavodia committed Oct 9, 2020
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Commits on Oct 16, 2020

  1. use a low number of max_stages for the first iteration, remove not ne… 

    …cessary errors
    @aloctavodia
    aloctavodia committed Oct 16, 2020
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  2. use Rockova prior, refactor prior leaf prob computaion

    @aloctavodia
    aloctavodia committed Oct 16, 2020
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Commits on Oct 19, 2020

  1. clean code add docstring

    @aloctavodia
    aloctavodia committed Oct 19, 2020
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Commits on Oct 20, 2020

  1. reduce code

    @aloctavodia
    aloctavodia committed Oct 20, 2020
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Commits on Oct 21, 2020

  1. speed-up by fitting a subset of trees per step

    @aloctavodia
    aloctavodia committed Oct 21, 2020
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  2. choose max

    @aloctavodia
    aloctavodia committed Oct 21, 2020
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  3. improve docstrings

    @aloctavodia
    aloctavodia committed Oct 21, 2020
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Commits on Oct 22, 2020

  1. refactor and clean code

    @aloctavodia
    aloctavodia committed Oct 22, 2020
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  2. clean docstrings

    @aloctavodia
    aloctavodia committed Oct 22, 2020
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Commits on Oct 23, 2020

  1. add tests and minor fixes. 

    Co-authored-by: aloctavodia <aloctavodia@gmail.com>
Co-authored-by: jmloyola <jmloyola@outlook.com>
    @aloctavodia @jmloyola
    aloctavodia and jmloyola committed Oct 23, 2020
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  2. remove space. 

    Co-authored-by: aloctavodia <aloctavodia@gmail.com>
Co-authored-by: jmloyola <jmloyola@outlook.com>
    @aloctavodia @jmloyola
    aloctavodia and jmloyola committed Oct 23, 2020
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Commits on Oct 29, 2020

  1. add variable importance report

    @aloctavodia
    aloctavodia committed Oct 29, 2020
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Commits on Nov 4, 2020

  1. use ValueError

    @aloctavodia
    aloctavodia committed Nov 4, 2020
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Commits on Nov 6, 2020

  1. wip return mean and std variable importance

    @aloctavodia
    aloctavodia committed Nov 6, 2020
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Commits on Nov 9, 2020

  1. update variable importance report

    @aloctavodia
    aloctavodia committed Nov 9, 2020
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Commits on Nov 14, 2020

  1. update release notes, remove vi hdi report

    @aloctavodia
    aloctavodia committed Nov 14, 2020
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  2. Merge branch 'master' into BART

    @aloctavodia
    aloctavodia authored Nov 14, 2020
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  3. test variable importance

    @aloctavodia
    aloctavodia committed Nov 14, 2020
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  4. Merge branch 'BART' of https://github.com/aloctavodia/pymc3 into BART

    @aloctavodia
    aloctavodia committed Nov 14, 2020
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  5. fix test

    @aloctavodia
    aloctavodia committed Nov 14, 2020
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