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Is it worth reconsidering the way data is packaged to be presented in the dashboard?
enhancement
New feature or request
luxury
Would be a good QoL improvement, but won't change functionality significantly
#111
opened Oct 16, 2023 by
HarrisonWilde
Add a new plot type to the dashboard to view a "metric space" (selection of one or two metrics) with configs / architectures / repeats scattered across
enhancement
New feature or request
#107
opened Sep 4, 2023 by
HarrisonWilde
Support multi-resolution numeric columns
enhancement
New feature or request
#92
opened Aug 5, 2023 by
HarrisonWilde
Implement marginal model missingness replacement for the Issues related to the data transformer module
enhancement
New feature or request
good first issue
Good for newcomers
ClusterTransformer
data transformer
How should columns that contain the same value be treated by the Issues related to the data transformer module
enhancement
New feature or request
good first issue
Good for newcomers
help wanted
Extra attention is needed
MetaTransformer
?
data transformer
#66
opened Jul 13, 2023 by
HarrisonWilde
Add support for Issues related to the data transformer module
enhancement
New feature or request
good first issue
Good for newcomers
tz
specification in config / setup of DateTimeTransformer
s
data transformer
#65
opened Jul 13, 2023 by
HarrisonWilde
Add robust beta-divergence loss to VAE
enhancement
New feature or request
research question
experimentation or reading around a new idea
Look into the "new wave" of diffusion model based approaches
research question
experimentation or reading around a new idea
Demo real-world use cases with representative (NHS) data assets and downstream tasks
documentation
Improvements or additions to documentation
enhancement
New feature or request
Potentially leverage Synthesized's New feature or request
question
Further information is requested
fairlens
alongside other fairness metrics
enhancement
Causal Structure investigations and development
enhancement
New feature or request
research question
experimentation or reading around a new idea
Support a suite of privacy metrics to back up the DP guarantees in training
enhancement
New feature or request
Acknowledge single table limits, in cases of multiple records per ID, generate a feature for frequency
enhancement
New feature or request
research question
experimentation or reading around a new idea
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