Giters
synthesized-io
/
fairlens
Identify bias and measure fairness of your data
Geek Repo:
Geek Repo
Github PK Tool:
Github PK Tool
Stargazers:
88
Watchers:
9
Issues:
50
Forks:
8
synthesized-io/fairlens Issues
Issue handling sensitive correlations
Updated
2 months ago
[ISSUE] Templates for Pull Requests
Closed
2 years ago
Binary distribution plots are difficult to interpret
Closed
3 years ago
Comments count
1
Simple statistical comparisons of sensitive groups
Closed
3 years ago
Comments count
1
Pairwise distance computation in the fairness scorer
Updated
3 years ago
Integrating insight into fairlens
Updated
3 years ago
Detecting sensitive attributes using word vectors
Closed
3 years ago
Comments count
4
Plot scaling
Updated
3 years ago
Broken Logo Image on PyPi
Closed
3 years ago
Fairlens Logo Difficult to read with a dark-mode theme
Closed
3 years ago
Mitigate biases that are detected in datasets.
Updated
3 years ago
Comments count
1
Import the insight package into fairlens and remove any duplicated code
Updated
3 years ago
Setting up CI + packaging
Closed
3 years ago
Organising the repository for going public.
Closed
3 years ago
Add "open in colab" badge
Closed
3 years ago
Comments count
1
Add version number to docs
Closed
3 years ago
Brand Assets
Closed
3 years ago
Updated README and documentation
Closed
3 years ago
Comments count
1
Contribution Guidelines
Closed
3 years ago
Cross reference API reference in docs
Updated
3 years ago
Report generation in fairness scorer
Closed
3 years ago
Comments count
1
Add public datasets
Closed
3 years ago
Comments count
1
Roadmap
Closed
3 years ago
Comments count
1
Publishing
Closed
3 years ago
Confidence intervals for metrics
Closed
3 years ago
Plots aren't returning axes
Closed
3 years ago
plotting histograms of dates doesn't work properly
Closed
3 years ago
bug in configuration paths for build.
Closed
3 years ago
Heatmap of interactions between sensitive and non sensitive columns
Closed
3 years ago
Implement fairness scorer
Closed
3 years ago
Compas dataset needs to be separated
Closed
3 years ago
Distance computation for all demographics in the fairness scorer
Closed
3 years ago
Integrate p-values into fairness scorer
Closed
3 years ago
Add p value testing
Closed
3 years ago
Comments count
1
Script to walk files and generate docs using the automodule directive
Closed
3 years ago
Bottleneck in deep search
Closed
3 years ago
Comments count
1
Proxy/confounding variable detection via correlations
Closed
3 years ago
Add user guides
Closed
3 years ago
Add more detail to docs
Closed
3 years ago
Continuous data is handled incorrectly in emd metric
Closed
3 years ago
Refactor bias metrics
Closed
3 years ago
Comments count
15
Configuration for sensitive attributes, aliases, & values
Closed
3 years ago
Using utils.bin in visualization doesn't work well
Closed
3 years ago
Add statistical difference measurements
Closed
3 years ago
Add visualization tools
Closed
3 years ago
Simple statistical metrics for bias
Closed
3 years ago
Infer sensitive attribute inference from type/value
Closed
3 years ago
Review current fairness measurement packages.
Closed
3 years ago
Create a summary of fairness metrics.
Closed
3 years ago
Test Issue
Closed
3 years ago