private-pgm

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Output model weighted mrgs

1

Adding a few changes to output AIM model in addition to synthetic data, and support weighted marginals in workload. `run()` outputs the AIM model and the synthetic data, with option...

ceciliaferrando

I am trying to run [torch_example.py](https://github.com/ryan112358/private-pgm/blob/master/examples/torch_example.py) but I am getting the following error: ``` Traceback (most recent call last): File "/Users/jakeetaylor/private-pgm/examples/torch_example.py", line 68, in model = engine.estimate(measurements, total=total, engine='RDA') File...

jakee417

Unknown modules

1

Hi, I noticed some unknown modules in the mechanisms. For example, in `mechanisms/aim.py`, the modules `dpsynth` and `hdmm` are not officially distributed in PyPI. Where can I find them? Thanks!

xiaolangu

Provenance for adult.csv?

1

Hi, Just curious. What are the steps taken to discretize the adult dataset into what is here as `data/adult.csv`? I notice that `fnlwgt` in particular is discretized pretty heavily, for...

DENVERCODER999

what the domain size in adult_domain.json ?

3

bigdaronlee163

Could you provide the NIST scoring scripts that were used to obtain the following scores from your paper?

RexYuan

Hello. Can you include how you measured (L1, workload) error in the toy and the adult example?

RexYuan

sukuldhoka

Using the default params of the adult dataset, I got ``` $ python mst.py Traceback (most recent call last): File "/Users/test/Library/Mobile Documents/com~apple~CloudDocs/Cloud/private-pgm/mechanisms/mst.py", line 199, in synth = MST(data, args.epsilon, args.delta)...

RexYuan

How to generate synthetic data with Approx-Private-PGM (LocalInference)?

1

As titled, I'd like to know how to call `.synthetic_data` on a `LocalInference` like with `FactoredInference`

RexYuan