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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

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Kaysera
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@Kaysera Kaysera commented Feb 5, 2024

Reference issues and pull requests

What does this implement?

Any other comments?

@Kaysera
Added FDT parameters to Explainer kwargs
04687c4
@Kaysera
Fixed LoreNeighborhood instance_membership
4c88162
@Kaysera
Added fidelity metric
480668b
@Kaysera
Fixed coverage to take all rules into account
400395d
@Kaysera
Added default branch for fuzzy tree
2e2ae2b
@Kaysera
Added smoothing in the neighborhood to remove outliers
acac467
@Kaysera
Added counterfactual metrics
067d1b8
@Kaysera
Added similarity mapping function for rules
5f0c390
@Kaysera
Restructured lore_neighborhood
079144a
@Kaysera
Merge branch 'flore' of https://github.com/Kaysera/teacher-private in…
b66057e 
…to flore
@Kaysera
Added simmilarity for fuzzy discrete sets
af20419
@Kaysera
Merge branch 'flore' of https://github.com/Kaysera/teacher-private in…
cc0fdd4 
…to flore
@Kaysera
Added Sampling neighborhood and d_counterfactual
0ddd234
@Kaysera
Merge branch 'flore' of https://github.com/Kaysera/teacher-private in…
466072e 
…to flore
@Kaysera
Added normalization for the datasets
8c70e32
@Kaysera
Forced casting to int when decoding
f87731c
@Kaysera
Fixed typo
2f8343e
@Kaysera
Added hashing to rule
6c5708d
@Kaysera
Added mixed distance for counterfactuals from Guidotti review
cf9e82c
@Kaysera
Added fast neighborhood generation
eb717fe
@Kaysera
Added new datasets and changes to discretization
916a367
@Kaysera
Deprecated median_absolute_deviation, now median_abs_deviation
4315f29
@Kaysera
added multiclass search_counterfactual
7ff656c
@Kaysera
Modified fuzzy discretization to enhance fuzzy entropy speed
6bf7ec0
@Kaysera
Merge branch 'flore' of https://github.com/Kaysera/teacher-private in…
9fa76ad 
…to flore
@Kaysera
Fixed division by zero in distance
429e777
@Kaysera
Added cf_dist parameter and fixed exp_value bug
647b5b3
@Kaysera
Added check to compute instance membership
a3bd657
@Kaysera
Compute instance membership after generating neighborhood
ee1d6f5
@Kaysera
Added array of distances to have multiple methods
be23262
Kaysera and others added 29 commits January 10, 2023 17:57
@Kaysera
Added lighter threshold for fuzzy discretization
7d99763
@Kaysera
FDT Explainer hit bug fixed
32263e0
@Kaysera
Added threshold to entropy for fuzzy neighborhood
098860b
@Kaysera
Added neighborhood range
50e5666
@Kaysera
Added fuzzy binary decision tree
d86e931
@Kaysera
Added fuzzy binary tree explainer
45a4c0a
@Kaysera
Added jaccard similarity
adbb8aa
@Kaysera
added iris and wine to datasets
101ca8b
@Kaysera
Merge branch 'flore' of https://github.com/Kaysera/teacher-private in…
0df2a8c 
…to flore
@Kaysera
Sort columns of new datasets
e947dda
@Kaysera
Added f1_score for multiclass
314a5a3
@Kaysera
Added max tries to avoid neighborhood getting stuck
4864d30
@Kaysera
Merge branch 'main' into flore
b985d33
@Kaysera
Fixed lint issues
af8c476
@Kaysera
Clean up sampling neighborhood
5f5d802
@Kaysera
Changed bare exception in _lore_neighborhood
e43dcea
@Kaysera
Clean up FDT explainer
717cfbe
@Kaysera
Clean up FBDT explainer (experimental)
51e3d90
@Kaysera
Clean up and write comments for _counterfactual
5974660
@Kaysera
Added docs for base datasets
2715d17
@Kaysera
Removed unnecessary parameter from FBDT explainer
de0c5d0
@Kaysera
Removed spaces from sign in function declaration and unused code
d7f794a
@Kaysera
Added comments and docs
e62cae1
@Kaysera
Extended docs for tree simplification
a39f4ef
@Kaysera
Merge pull request #1 from Kaysera/flore
9c9a712
@Kaysera
Added datasets to installation
e2592d3
@Kaysera
Skipped LoreNeighborhood tests to deprecate it
85f5494
@Kaysera
Merge pull request #2 from Kaysera/flore
25311b2 
FLARE tests
@Kaysera
Added FLARE to readme
ccf01bc
@Kaysera Kaysera merged commit fb3ed8a into main Feb 5, 2024
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