Oliver Thomas
Oliver Thomas
Acs 2
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:...
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...
`EthicML` is a strange naming strategy. `ethicml` would be more consistent with other packages
If anyone is so inclined, there is a fair gaussian process method that is written in Matlab that would be great to port to Python. https://github.com/ztanml/fgp
So this is a little abstract at the moment, but conceptually this is what I'm thinking.... Novi wants something he can show off as what we're doing in fairness, we've...
I think that this gives the status of the latest PR. If it fails, the badge shows as fail until it passes. This is a bit weird.
GitHub repo https://github.com/jmikko/fair_ERM with fair empirical risk minimization model. I've only given it a quick glance, but I don't think we can do a quick lift and port, it'll take...
Add a label to each method indicating the notion of fairness either enforced or promoted (this will be tricky with e.g. Kamiran). Ideally then have the option to filter by...
At the moment, only the case where an InProcess model fails is handled. This is done by returning a NaN Prediction object. It's not immediately clear to me what a...