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FLARE pull request #38

Merged
merged 59 commits into from
Feb 5, 2024
Merged

FLARE pull request #38

merged 59 commits into from
Feb 5, 2024

Commits on Jun 20, 2022

  1. Added FDT parameters to Explainer kwargs

    @Kaysera
    Kaysera committed Jun 20, 2022
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  2. Fixed LoreNeighborhood instance_membership

    @Kaysera
    Kaysera committed Jun 20, 2022
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Commits on Jul 6, 2022

  1. Added fidelity metric

    @Kaysera
    Kaysera committed Jul 6, 2022
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  2. Fixed coverage to take all rules into account

    @Kaysera
    Kaysera committed Jul 6, 2022
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  3. Added default branch for fuzzy tree

    @Kaysera
    Kaysera committed Jul 6, 2022
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  4. Added smoothing in the neighborhood to remove outliers

    @Kaysera
    Kaysera committed Jul 6, 2022
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  5. Added counterfactual metrics

    @Kaysera
    Kaysera committed Jul 6, 2022
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  6. Added similarity mapping function for rules

    @Kaysera
    Kaysera committed Jul 6, 2022
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Commits on Jul 7, 2022

  1. Restructured lore_neighborhood

    @Kaysera
    Kaysera committed Jul 7, 2022
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  2. Merge branch 'flore' of https://github.com/Kaysera/teacher-private in… 

    …to flore
    @Kaysera
    Kaysera committed Jul 7, 2022
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  3. Added simmilarity for fuzzy discrete sets

    @Kaysera
    Kaysera committed Jul 7, 2022
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  4. Merge branch 'flore' of https://github.com/Kaysera/teacher-private in… 

    …to flore
    @Kaysera
    Kaysera committed Jul 7, 2022
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Commits on Jul 11, 2022

  1. Added Sampling neighborhood and d_counterfactual

    @Kaysera
    Kaysera committed Jul 11, 2022
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  2. Merge branch 'flore' of https://github.com/Kaysera/teacher-private in… 

    …to flore
    @Kaysera
    Kaysera committed Jul 11, 2022
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Commits on Jul 12, 2022

  1. Added normalization for the datasets

    @Kaysera
    Kaysera committed Jul 12, 2022
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  2. Forced casting to int when decoding

    @Kaysera
    Kaysera committed Jul 12, 2022
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  3. Fixed typo

    @Kaysera
    Kaysera committed Jul 12, 2022
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Commits on Jul 21, 2022

  1. Added hashing to rule

    @Kaysera
    Kaysera committed Jul 21, 2022
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  2. Added mixed distance for counterfactuals from Guidotti review

    @Kaysera
    Kaysera committed Jul 21, 2022
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Commits on Jul 22, 2022

  1. Added fast neighborhood generation

    @Kaysera
    Kaysera committed Jul 22, 2022
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Commits on Oct 18, 2022

  1. Added new datasets and changes to discretization

    @Kaysera
    Kaysera committed Oct 18, 2022
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  2. Deprecated median_absolute_deviation, now median_abs_deviation

    @Kaysera
    Kaysera committed Oct 18, 2022
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Commits on Oct 25, 2022

  1. added multiclass search_counterfactual

    @Kaysera
    Kaysera committed Oct 25, 2022
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Commits on Oct 29, 2022

  1. Modified fuzzy discretization to enhance fuzzy entropy speed

    @Kaysera
    Kaysera committed Oct 29, 2022
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  2. Merge branch 'flore' of https://github.com/Kaysera/teacher-private in… 

    …to flore
    @Kaysera
    Kaysera committed Oct 29, 2022
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Commits on Jan 10, 2023

  1. Fixed division by zero in distance

    @Kaysera
    Kaysera committed Jan 10, 2023
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  2. Added cf_dist parameter and fixed exp_value bug

    @Kaysera
    Kaysera committed Jan 10, 2023
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  3. Added check to compute instance membership

    @Kaysera
    Kaysera committed Jan 10, 2023
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  4. Compute instance membership after generating neighborhood

    @Kaysera
    Kaysera committed Jan 10, 2023
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  5. Added array of distances to have multiple methods

    @Kaysera
    Kaysera committed Jan 10, 2023
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  6. Added lighter threshold for fuzzy discretization

    @Kaysera
    Kaysera committed Jan 10, 2023
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Commits on Jan 31, 2023

  1. FDT Explainer hit bug fixed

    @Kaysera
    Kaysera committed Jan 31, 2023
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  2. Added threshold to entropy for fuzzy neighborhood

    @Kaysera
    Kaysera committed Jan 31, 2023
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  3. Added neighborhood range

    @Kaysera
    Kaysera committed Jan 31, 2023
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Commits on May 22, 2023

  1. Added fuzzy binary decision tree

    @Kaysera
    Kaysera committed May 22, 2023
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Commits on May 23, 2023

  1. Added fuzzy binary tree explainer

    @Kaysera
    Kaysera committed May 23, 2023
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Commits on Jun 8, 2023

  1. Added jaccard similarity

    @Kaysera
    Kaysera committed Jun 8, 2023
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Commits on Oct 25, 2023

  1. added iris and wine to datasets

    @Kaysera
    Kaysera committed Oct 25, 2023
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  2. Merge branch 'flore' of https://github.com/Kaysera/teacher-private in… 

    …to flore
    @Kaysera
    Kaysera committed Oct 25, 2023
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Commits on Feb 5, 2024

  1. Sort columns of new datasets

    @Kaysera
    Kaysera committed Feb 5, 2024
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  2. Added f1_score for multiclass

    @Kaysera
    Kaysera committed Feb 5, 2024
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  3. Added max tries to avoid neighborhood getting stuck

    @Kaysera
    Kaysera committed Feb 5, 2024
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  4. Merge branch 'main' into flore

    @Kaysera
    Kaysera committed Feb 5, 2024
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  5. Fixed lint issues

    @Kaysera
    Kaysera committed Feb 5, 2024
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  6. Clean up sampling neighborhood

    @Kaysera
    Kaysera committed Feb 5, 2024
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  7. Changed bare exception in _lore_neighborhood

    @Kaysera
    Kaysera committed Feb 5, 2024
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  8. Clean up FDT explainer

    @Kaysera
    Kaysera committed Feb 5, 2024
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  9. Clean up FBDT explainer (experimental)

    @Kaysera
    Kaysera committed Feb 5, 2024
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  10. Clean up and write comments for _counterfactual

    @Kaysera
    Kaysera committed Feb 5, 2024
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  11. Added docs for base datasets

    @Kaysera
    Kaysera committed Feb 5, 2024
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  12. Removed unnecessary parameter from FBDT explainer

    @Kaysera
    Kaysera committed Feb 5, 2024
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  13. Removed spaces from sign in function declaration and unused code

    @Kaysera
    Kaysera committed Feb 5, 2024
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  14. Added comments and docs

    @Kaysera
    Kaysera committed Feb 5, 2024
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  15. Extended docs for tree simplification

    @Kaysera
    Kaysera committed Feb 5, 2024
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  16. Merge pull request #1 from Kaysera/flore

    @Kaysera
    Kaysera authored Feb 5, 2024
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  17. Added datasets to installation

    @Kaysera
    Kaysera committed Feb 5, 2024
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  18. Skipped LoreNeighborhood tests to deprecate it

    @Kaysera
    Kaysera committed Feb 5, 2024
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  19. Merge pull request #2 from Kaysera/flore 

    FLARE tests
    @Kaysera
    Kaysera authored Feb 5, 2024
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  20. Added FLARE to readme

    @Kaysera
    Kaysera committed Feb 5, 2024
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