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Meta learners #170

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Meta learners #170

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Commits on Feb 24, 2023

  1. implemented frequentist S, T and X learners

    Kadlicskó Máté committed Feb 24, 2023
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Commits on Feb 26, 2023

  1. Reformatted. Added bootstrapping. Added DRLearner.

    Kadlicskó Máté committed Feb 26, 2023
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  2. Fixed doc-string for DRLearner

    Kadlicskó Máté committed Feb 26, 2023
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  3. renamed meta_learners.py to skl_meta_learners.py

    Kadlicskó Máté committed Feb 26, 2023
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  4. imported skl_meta_learners

    Kadlicskó Máté committed Feb 26, 2023
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Commits on Feb 27, 2023

  1. minor code style fixes

    Kadlicskó Máté committed Feb 27, 2023
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  2. mostly stylistic changes

    Kadlicskó Máté committed Feb 27, 2023
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  3. fixed an import

    Kadlicskó Máté committed Feb 27, 2023
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Commits on Feb 28, 2023

  1. bootstraping does not overwrite self.models anymore

    @matekadlicsko
    matekadlicsko committed Feb 28, 2023
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Commits on Mar 1, 2023

  1. fixed a citation in docstring

    @matekadlicsko
    matekadlicsko committed Mar 1, 2023
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  2. added _fit function to reduce boilerplate code

    @matekadlicsko
    matekadlicsko committed Mar 1, 2023
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  3. refactored

    @matekadlicsko
    matekadlicsko committed Mar 1, 2023
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  4. added BARTModel

    @matekadlicsko
    matekadlicsko committed Mar 1, 2023
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  5. outlined pymc meta-learners

    @matekadlicsko
    matekadlicsko committed Mar 1, 2023
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Commits on Mar 2, 2023

  1. minor changes helping pymc integration

    @matekadlicsko
    matekadlicsko committed Mar 2, 2023
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  2. minor changes

    @matekadlicsko
    matekadlicsko committed Mar 2, 2023
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  3. continuing to integrate pymc models

    @matekadlicsko
    matekadlicsko committed Mar 2, 2023
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  4. bugfix

    @matekadlicsko
    matekadlicsko committed Mar 2, 2023
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  5. more minor bugfixes

    @matekadlicsko
    matekadlicsko committed Mar 2, 2023
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  6. added logistic regression

    @matekadlicsko
    matekadlicsko committed Mar 2, 2023
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Commits on Mar 4, 2023

  1. added bayesian DRLearner

    @matekadlicsko
    matekadlicsko committed Mar 4, 2023
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Commits on Mar 5, 2023

  1. fixed some issues with X and DR learners

    @matekadlicsko
    matekadlicsko committed Mar 5, 2023
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Commits on Mar 6, 2023

  1. small bugfixes

    @matekadlicsko
    matekadlicsko committed Mar 6, 2023
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  2. added (incomplete) notebook explaining meta-learners

    @matekadlicsko
    matekadlicsko committed Mar 6, 2023
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Commits on Mar 7, 2023

  1. wrote section on X-learner

    @matekadlicsko
    matekadlicsko committed Mar 7, 2023
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  2. fixed major error in DRLearner implementation

    @matekadlicsko
    matekadlicsko committed Mar 7, 2023
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Commits on Mar 8, 2023

  1. minor changes

    @matekadlicsko
    matekadlicsko committed Mar 8, 2023
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Commits on Mar 9, 2023

  1. implemented cross_fitting option for DR-learner

    @matekadlicsko
    matekadlicsko committed Mar 9, 2023
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  2. wrote subsection on DR-learner

    @matekadlicsko
    matekadlicsko committed Mar 9, 2023
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Commits on Mar 10, 2023

  1. added docstring + some small changes suggested by @juanitorduz

    @matekadlicsko
    matekadlicsko committed Mar 10, 2023
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Commits on Mar 12, 2023

  1. fixed a dependency

    @matekadlicsko
    matekadlicsko committed Mar 12, 2023
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  2. improvements on LogisticRegression

    @matekadlicsko
    matekadlicsko committed Mar 12, 2023
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  3. several improvements

    @matekadlicsko
    matekadlicsko committed Mar 12, 2023
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Commits on Mar 15, 2023

  1. BayesianDR now works

    @matekadlicsko
    matekadlicsko committed Mar 15, 2023
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  2. BayesianXLearner now works

    @matekadlicsko
    matekadlicsko committed Mar 15, 2023
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  3. removed redundant _compute_cate function

    @matekadlicsko
    matekadlicsko committed Mar 15, 2023
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  4. formatting

    @matekadlicsko
    matekadlicsko committed Mar 15, 2023
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Commits on Mar 16, 2023

  1. added score method

    @matekadlicsko
    matekadlicsko committed Mar 16, 2023
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  2. formatting

    @matekadlicsko
    matekadlicsko committed Mar 16, 2023
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  3. reworded introduction + included some suggestions by @juanitorduz

    @matekadlicsko
    matekadlicsko committed Mar 16, 2023
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  4. minor changes

    @matekadlicsko
    matekadlicsko committed Mar 16, 2023
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Commits on Mar 17, 2023

  1. formatting

    @matekadlicsko
    matekadlicsko committed Mar 17, 2023
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  2. added correct docstring

    @matekadlicsko
    matekadlicsko committed Mar 17, 2023
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Commits on Mar 22, 2023

  1. added aesera to list of dependencies

    @matekadlicsko
    matekadlicsko committed Mar 22, 2023
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Commits on Mar 27, 2023

  1. improved docstrings.

    @matekadlicsko
    matekadlicsko committed Mar 27, 2023
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  2. XLearner computations were wrong

    @matekadlicsko
    matekadlicsko committed Mar 27, 2023
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Commits on Mar 29, 2023

  1. added summary file

    @matekadlicsko
    matekadlicsko committed Mar 29, 2023
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  2. summary now returns a summary object

    @matekadlicsko
    matekadlicsko committed Mar 29, 2023
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  3. minor fix

    @matekadlicsko
    matekadlicsko committed Mar 29, 2023
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  4. new summary objects are displayed

    @matekadlicsko
    matekadlicsko committed Mar 29, 2023
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Commits on Apr 2, 2023

  1. changed plot method

    @matekadlicsko
    matekadlicsko committed Apr 2, 2023
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  2. Added some docstrings

    @matekadlicsko
    matekadlicsko committed Apr 2, 2023
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Commits on Apr 9, 2023

  1. fixed pymc-bart import

    @matekadlicsko
    matekadlicsko committed Apr 9, 2023
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  2. summary now performs bootstrapping only once

    @matekadlicsko
    matekadlicsko committed Apr 9, 2023
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  3. added summary

    @matekadlicsko
    matekadlicsko committed Apr 9, 2023
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  4. imported summary

    @matekadlicsko
    matekadlicsko committed Apr 9, 2023
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Commits on Apr 13, 2023

  1. Merge branch 'pymc-labs:main' into meta-learners

    @matekadlicsko
    matekadlicsko authored Apr 13, 2023
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Commits on Apr 17, 2023

  1. made notebook a bit more clear

    @matekadlicsko
    matekadlicsko committed Apr 17, 2023
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  2. Merge branch 'meta-learners' of https://github.com/matekadlicsko/Caus… 

    …alPy into meta-learners

merged
    @matekadlicsko
    matekadlicsko committed Apr 17, 2023
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Commits on Apr 20, 2023

  1. Merge branch 'pymc-labs:main' into meta-learners

    @matekadlicsko
    matekadlicsko authored Apr 20, 2023
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Commits on May 10, 2023

  1. Merge branch 'pymc-labs:main' into meta-learners

    @matekadlicsko
    matekadlicsko authored May 10, 2023
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Commits on Jun 8, 2023

  1. Merge branch 'pymc-labs:main' into meta-learners

    @matekadlicsko
    matekadlicsko authored Jun 8, 2023
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