metasyn
metasyn copied to clipboard
sodascience
Transparent generation of synthetic tabular data with privacy guarantees
Currently it states that ``to_dict`` must be implemented in derived classes from Base (distribution), but that is not the case. It should be changed to state that ``_param_dict`` , ``default_distribution``...
I have asked again for some feedback on metasyn (in terms of documentation). One thing that stood out was that the documentation is currently ahead of the code, so that...
I think we should create a debug dataset which includes all (or all relevant) [data types in Polars](https://docs.pola.rs/user-guide/concepts/data-types/overview/). The debug dataset can be included in the demo files. This can...
It would be nice to show our test coverage in a badge on the README, especially since our coverage is pretty good!
Currently, we have 1 GH action that does everything. However, it might be nice to separate it out into several actions, together with our changes here: - #278 For example,...
- [ ] Add non-uniform distributions, e.g., (truncated) normal - [ ] Add von Mises distribution for time - [ ] Add constant interval distributions (day, week, month, year)? Example:...
__Introduction__ Since #103 we have not had static json schema files available, and we are validating the jsons internally, with dynamically generated files (see [here](https://github.com/sodascience/metasynth/blob/main/metasynth/validation.py)). We did this because it...
Metadata
Owner
Metadata
Transparent generation of synthetic tabular data with privacy guarantees