Synthcity v0.2.1 Release Notes

Changelog:

• New tutorial for Time-Series(#128). Thank you @VHolstein !
• Docs improvements(#131 and #134). Thanks @pravsels !
• kwargs bugfixing(#122). Thanks @gsel9 !
• Bugfixing(#118)
• Beta image generation support(#135)

Image support Description

• Add image dataloader, with the ability to resize the images internally to predefined shapes.
• Extend the core plugin for non-tabular inputs
• Add ConvNet classifier support, with some predefined architectures.
• Add Generator and Discriminators with predefined architectures for various image input sizes.
• Add Image GAN support on top of the Generators and Discriminators.
• Add Conditional GAN support for the Generators and Discriminators
• New metrics: FID score
• Adapt the detection and performance metrics for images
• Add Image Conditional GAN plugin
• Add Image AdsGAN plugin
• Add tutorial on top of MedMNIST
• Update docs and README