EthicML

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Bumps [pandas](https://github.com/pandas-dev/pandas) from 2.1.4 to 2.2.2. Release notes Sourced from pandas's releases. Pandas 2.2.2 We are pleased to announce the release of pandas 2.2.2. This release includes some new features,...

dependabot[bot]

As proposed in https://arxiv.org/abs/2012.01696

MylesBartlett

Zhang implementation

2

Oliver: > I feel as though implementing zhang’s mitigating unwanted bias by Adversarial learning algorithm is possible to implement in a way that doesn’t suck. In his original paper he...

tmke8

We already have a dataset with non-binary target (NonBinaryToy) and several with non-binary groups (for example adult with race), but AFAIK no dataset with both.

tmke8

Better logging with joblib.Parallel

3

current output ``` [Parallel(n_jobs=1)]: Using backend SequentialBackend with 1 concurrent workers. [Parallel(n_jobs=1)]: Done 1 out of 1 | elapsed: 4.0s remaining: 0.0s [Parallel(n_jobs=1)]: Done 2 out of 2 | elapsed:...

olliethomas

This is a prerequisite for using the tmpdir fixture in the tests

tmke8

LabelBinarizer fails when training set is missing some labels

1

the label binarizer class takes a dataset with 2 labels that are not binary, and maps the min value to 0, and the max value to 1. It stores these...

olliethomas

The great renaming

4

## Remove the lowercase aliases for the dataset classes - [x] `adult()` -> *deleted* - [x] `compas()` -> *deleted* ## Algorithm renames - [x] `Kamiran` -> `Reweighting` – done in...

tmke8

change package name on pip

1

`EthicML` is a strange naming strategy. `ethicml` would be more consistent with other packages

olliethomas

This library REALLY needs a calibration score.

MylesBartlett