responsible-ai-toolbox

responsible-ai-toolbox copied to clipboard

Implement Confusion Matrix Logic

5

Implements Confusion Matrix logic, inspired by sklearn confusion matrix implementation.

t-wangjohn

Add e2e for dependency plot Avg of abs value option

2

## Description Add e2e for dependency plot Avg of abs value option ## Checklist - [ ] I have added screenshots above for all UI changes. - [ ] I...

vinuthakaranth

Fetching global causal effects and global policy from SDK backend

4

## Description Currently the causal functionality shows causal effects and policy for the entire data. Selecting a cohort doesn't have an impact of the causal tab. This change adds the...

gaugup

remove the unnecessary dependency pins in nlp-feature-extractors package

4

## Description Remove the unnecessary dependency pins in nlp-feature-extractors package. The pin on tqdm caused issues with other dependencies during image create, even though it is completely unnecessary (there is...

imatiach-msft

Bump d3-color from 2.0.0 to 3.1.0

2

Bumps [d3-color](https://github.com/d3/d3-color) from 2.0.0 to 3.1.0. Release notes Sourced from d3-color's releases. v3.1.0 Add rgb.clamp and hsl.clamp. #102 Add color.formatHex8. #103 Fix color.formatHsl to clamp values to the expected range....

dependabot[bot]

in error analysis, refactor error rate metric into function

2

## Description In erroranalysis package, refactor the error rate metric computation into a function, to make it more similar to other metrics. ## Checklist - [ ] I have added...

imatiach-msft

Enable cohort filtering for "Predicted Y"

6

## Description This PR enables cohort filtering capability for "Predicted Y". It enables this by adding the predicted values to the dataframe before the cohort filtering logic using the pandas...

gaugup

Add feature names to data sent to "requestPredictions" callback

2

## Description When doing WhatIf analysis in counterfactual panel, the predict call (via `requestPredictions` callback) send raw data as plain array. This can be problematic as the order of values...

gaugup

Empty Error Analysis Dashboard and no access to Remote Proxy VM hosted

2

**Describe the bug** Hi team, we are trying to run the Explanation Dashboard on a proxy server. But, unable to get some of the views like the tree view as...

monika173

unable to launch dashboard

1

**Describe the bug** AttributeError Traceback (most recent call last) Input In [15], in () ----> 1 ResponsibleAIDashboard(rai_insights, cohort_list=cohort_list) File ~/.conda/envs/response/lib/python3.8/site-packages/raiwidgets/responsibleai_dashboard.py:34, in ResponsibleAIDashboard.__init__(self, analysis, public_ip, port, locale, cohort_list, **kwargs) 31 def...

Bharat9280