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Update README.md for example consistency #5

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Update README.md for example consistency #5

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6 changes: 3 additions & 3 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,7 @@ audit_model returns an overloaded dictionary where keys are the column names of

"""
from fairml import audit_model
from fairml import plot_generic_dependence_dictionary
from fairml import plot_dependencies
```

Above, we provide a quick explanation of the key fairml functionality. Now we move into building an example model that we'd like to audit.
Expand Down Expand Up @@ -121,11 +121,11 @@ print(total)

# generate feature dependence plot
fig = plot_dependencies(
total.get_compress_dictionary_into_key_median(),
total.median(),
reverse_values=False,
title="FairML feature dependence"
)
plt.savefig("fairml_ldp.eps", transparent=False, bbox_inches='tight')
fig.savefig("fairml_ldp.eps", transparent=False, bbox_inches='tight')
```

The demo above produces the figure below.
Expand Down