Metrics Tutorial

[jdevoo]

Hello,
I was running the Metrics Tutorial notebook and noticed the following errors

cell consistency_metric(d_real, d_syn)

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[10], line 1
----> 1 consistency_metric(d_real, d_syn)

TypeError: ConsistencyMetric.__call__() missing 1 required positional argument: 'D_test'

cell print(downstream_perf_metric(d_real, d_syn))

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[12], line 1
----> 1 print(downstream_perf_metric(d_real, d_syn))

TypeError: DownstreamPerformanceMetric.__call__() missing 1 required positional argument: 'D_test'

When you run the tutorial, what do you recommend to generate the missing third argument?

Finally, invoking privacy_metric(d_real, d_syn, d_test) leads to the following warning

WARNING:dataset:Operator '+' concatenates dataset objects