tensorflow model-remediation issues

tensorflow / model-remediation

Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

https://www.tensorflow.org/responsible_ai/model_remediation?hl=en

Apache License 2.0

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issues

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Dependency issue during installation.

#34 sharmi1206 opened 1 year ago
1
TF Dataset to TF Examples List in FDW Utils: Can't handle sparse tensors / empty values

#33 CLSchmitz opened 1 year ago
1
Infer_Schema in FDW Utils: Can't handle features with no shape info

#32 CLSchmitz opened 1 year ago
1
TF Dataset to TF Examples List in FDW Utils: Implementation is slow and consumes excessive RAM

#31 CLSchmitz opened 1 year ago
0
TF Dataset to TF Examples List in FDW Utils: Can only handle flat datasets

#30 CLSchmitz opened 1 year ago
0
[GSOC]: Active Sampling for Min-Max Fairness

#29 pranjal-awasthi opened 2 years ago
11
[GSOC]: Fair Data Reweighting

#28 pranjal-awasthi opened 2 years ago
18
[GSOC]: Compare TFCO with mindiff on text data.

#27 bhaktipriya closed 1 year ago
8
[GSOC]: Create a simple colab for mindiff with CelebA data

#26 bhaktipriya closed 1 year ago
19
ValueError: The following keyword arguments are not supported by this model: ['labels'].

#25 Rishikumar04 closed 2 years ago
1
Keyword arguments not supported by original model: `['mask']`

#24 matanhalevy closed 2 years ago
3
Fixing URL in doc pointing to the fairness guide

#23 copybara-service[bot] closed 3 years ago
4
Adding a helper utility functionality to the Min Diff package. This feature is intended for use within the example Min Diff Colab.

#22 copybara-service[bot] closed 3 years ago
0
Dropping imports that are not needed for the Min Diff Colab.

#21 copybara-service[bot] closed 3 years ago
1
Internal

#20 copybara-service[bot] closed 3 years ago
0
Inernal

#19 copybara-service[bot] closed 3 years ago
1
[*.py] Rename "Arguments:" to "Args:"

#18 SamuelMarks closed 3 years ago
1
make MinDiffLoss objects serializable.

#17 copybara-service[bot] closed 3 years ago
0
make MinDiffKernel objects serializable.

#16 copybara-service[bot] closed 3 years ago
0
Small nit spacing change.

#15 copybara-service[bot] closed 3 years ago
0
change the default name of MinDiffLoss to snake_case rather than raw __class__.__name__

#14 copybara-service[bot] closed 3 years ago
0
Small nit spacing change.

#13 copybara-service[bot] closed 3 years ago
0
Checking diffs

#12 seano314 closed 3 years ago
0
internal

#11 copybara-service[bot] closed 3 years ago
0
Add api test to ensure there are no unexpected api regressions.

#10 copybara-service[bot] closed 3 years ago
0
Correcting a small spacing error in a comment.

#9 copybara-service[bot] closed 3 years ago
0
Internal change

#8 copybara-service[bot] closed 3 years ago
0
Create CODE_OF_CONDUCT.md

#7 theadactyl closed 3 years ago
0
Update CONTRIBUTING.md

#6 theadactyl closed 3 years ago
1
Update AUTHORS

#5 theadactyl closed 3 years ago
1
Internal change

#4 seano314 closed 3 years ago
0
Internal change

#3 seano314 closed 3 years ago
0
Removing __future__ imports as they are only needed for python2.7

#2 seano314 closed 3 years ago
0
Correcting small typo

#1 seano314 closed 3 years ago
0

tensorflow / model-remediation

issues

Dependency issue during installation.

TF Dataset to TF Examples List in FDW Utils: Can't handle sparse tensors / empty values

Infer_Schema in FDW Utils: Can't handle features with no shape info

TF Dataset to TF Examples List in FDW Utils: Implementation is slow and consumes excessive RAM

TF Dataset to TF Examples List in FDW Utils: Can only handle flat datasets

[GSOC]: Active Sampling for Min-Max Fairness

[GSOC]: Fair Data Reweighting

[GSOC]: Compare TFCO with mindiff on text data.

[GSOC]: Create a simple colab for mindiff with CelebA data

ValueError: The following keyword arguments are not supported by this model: ['labels'].

Keyword arguments not supported by original model: `['mask']`

Fixing URL in doc pointing to the fairness guide

Adding a helper utility functionality to the Min Diff package. This feature is intended for use within the example Min Diff Colab.

Dropping imports that are not needed for the Min Diff Colab.

Internal

Inernal

[*.py] Rename "Arguments:" to "Args:"

make MinDiffLoss objects serializable.

make MinDiffKernel objects serializable.

Small nit spacing change.

change the default name of MinDiffLoss to snake_case rather than raw class.name

Small nit spacing change.

Checking diffs

internal

Add api test to ensure there are no unexpected api regressions.

Correcting a small spacing error in a comment.

Internal change

Create CODE_OF_CONDUCT.md

Update CONTRIBUTING.md

Update AUTHORS

Internal change

Internal change

Removing future imports as they are only needed for python2.7

Correcting small typo