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XAI-ANITI
/
ethik
:mag_right: A toolbox for fair and explainable machine learning
https://xai-aniti.github.io/ethik/
GNU General Public License v3.0
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Bump scikit-learn from 0.22.0 to 1.5.0
#132
dependabot[bot]
opened
2 months ago
0
how : Identifying causes for why a model performs poorly on certain inputs.
#131
Sandy4321
opened
2 years ago
0
May improve parallelism
#130
Vayel
opened
4 years ago
0
N taus image
#129
Vayel
closed
4 years ago
0
Use loss formula of the paper
#128
Vayel
opened
4 years ago
2
Fix numeric noise in target computation
#127
Vayel
closed
4 years ago
1
Duplicates in self.info
#126
Vayel
closed
4 years ago
1
Paper formulas return ksi = 0
#125
Vayel
opened
4 years ago
4
Error installing ethik with pip
#124
Vayel
closed
4 years ago
4
How it works
#123
Vayel
closed
4 years ago
1
If n_taus is even, the mean (tau == 0) doesn't appear in the .info
#122
Vayel
closed
4 years ago
1
Multi dim
#121
Vayel
closed
4 years ago
5
Add doc about how the docs are built
#120
Vayel
closed
4 years ago
0
Multi dim
#119
Vayel
closed
4 years ago
2
Update texts
#118
Vayel
closed
4 years ago
0
Add function to visualize weight distribution
#117
Vayel
closed
4 years ago
3
Query building in CacheExplainer() doesn't avoid data holes
#116
Vayel
opened
4 years ago
14
Weights
#115
Vayel
closed
4 years ago
0
Plot weights quantiles
#114
Vayel
closed
4 years ago
0
Fix repo url in docs
#113
Vayel
closed
4 years ago
0
Fix tutorials file location
#112
Vayel
closed
4 years ago
0
How it works
#111
Vayel
closed
4 years ago
0
Website
#110
Vayel
closed
4 years ago
0
Fix constant feature
#109
Vayel
closed
4 years ago
0
Check gradient with finite differences
#108
MaxHalford
opened
4 years ago
0
Standardize values to compute weights in compute_distributions()
#107
Vayel
closed
4 years ago
0
Add docstrings
#106
Vayel
closed
4 years ago
0
Solve convergence issues
#105
MaxHalford
closed
4 years ago
6
Be consistent about whether we modify the input dataframe or not
#104
Vayel
closed
4 years ago
0
Split computations and cache
#103
Vayel
closed
4 years ago
3
Add Adult dataset to datasets.py
#102
Vayel
closed
4 years ago
0
Compare individuals
#101
Vayel
closed
4 years ago
2
Website
#100
Vayel
closed
4 years ago
0
Add individual explanation
#99
Vayel
closed
4 years ago
0
Use radar plots for ranking
#98
Vayel
closed
4 years ago
5
Add ConstantWarning
#97
MaxHalford
closed
4 years ago
0
Rename bias into influence
#96
Vayel
closed
4 years ago
0
Fix overflows in compute_ksis
#95
Vayel
closed
4 years ago
1
Check if the distribution is a dirac
#94
Vayel
closed
4 years ago
6
Rename bias into influence
#93
Vayel
closed
4 years ago
6
Fit image plot size to image size
#92
Vayel
closed
4 years ago
1
Add heart disease dataset
#91
Vayel
closed
4 years ago
1
Compute local bias
#90
Vayel
closed
4 years ago
5
Commit tags are not detected by Travis
#89
Vayel
closed
4 years ago
2
Release 0.1.1
#88
Vayel
closed
4 years ago
5
Release 0.1.1
#87
Vayel
closed
4 years ago
0
Cannot load datasets
#86
Vayel
closed
4 years ago
0
Diabetes
#85
Vayel
closed
4 years ago
3
Weird ranking on diabetes dataset
#84
Vayel
closed
4 years ago
1
Automatically deploy docs
#83
Vayel
closed
4 years ago
0
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