v0.0.1.dev12

Large Release

• utility additions
  • dct
  • kernels: gaussian + box
  • conv2d channel wise
  • differentiable sorting, spearman rank loss
• ground truth dataset with factors
• more reconstruction losses
  • kernel reconstruction losses
  • recon loss fixes
  • parameterised recon losses
• scaled hard averaging for adatvae and adanegtvae
• DataOverlapRankVAE - uses differentiable sorting to optimise spearman rank correlation coefficient instead of triplet loss
• DataOverlapTripletVAE - fixes, simplifications, moved out triplet mining
• removed unnecessary metric values
• Conv64Alt encoder and decoder that support normalisation layers for faster convergence
• FFT gaussian and box blur augments
• more experiment schedules
• more experiments

And much more...