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Added Interaction Tree (IT), Causal Inference Tree (CIT), and Invariant DDP (IDDP) #562

Merged
merged 10 commits into from
Jul 8, 2023
Merged

Added Interaction Tree (IT), Causal Inference Tree (CIT), and Invariant DDP (IDDP) #562

merged 10 commits into from
Jul 8, 2023

Commits on Oct 22, 2022

  1. Added Interactin Tree Implementation

    @jroessler
    jroessler committed Oct 22, 2022
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  2. Added Conditional Interaction Tree Implementation

    @jroessler
    jroessler committed Oct 22, 2022
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  3. Added IDDP Implementation

    @jroessler
    jroessler committed Oct 22, 2022
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  4. Used black formatter

    @jroessler
    jroessler committed Oct 22, 2022
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Commits on Oct 23, 2022

  1. Added documentation for IT, CIT, and IDDP

    @jroessler
    jroessler committed Oct 23, 2022
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  2. Finalized documentation for IT, CIT, and IDDP

    @jroessler
    jroessler committed Oct 23, 2022
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  3. Fixed alignment issue in methodology

    @jroessler
    jroessler committed Oct 23, 2022
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  4. For the given synthetic dataset, IT and IDDP are not better than a ra… 

    …ndom classifier. That is why I removed the check for both methods
    @jroessler
    jroessler committed Oct 23, 2022
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  5. Used black formatter

    @jroessler
    jroessler committed Oct 23, 2022
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Commits on Mar 27, 2023

  1. added performance checks and resolved remaining minor issues

    @jroessler
    jroessler committed Mar 27, 2023
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