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Published April 6, 2022 | Version v0.1.0
Software Open

mbarbetti/lb-pidsim-train: lb-pidsim-train v0.1.0

  • 1. University of Florence

Description

I am happy to announce the first beta release (v0.1.0) of the lb-pidsim-train package! 🎉

Available trainers
  • [x] DataHandler
  • [x] BaseTrainer
  • [x] TensorTrainer
  • [x] GanTrainer
  • [ ] VaeTrainer
  • [ ] NormFlowTrainer
  • [x] ScikitTrainer
  • [x] ScikitClassifier
Available metrics
  • [x] Kullback-Leibler divergence
  • [x] Jensen–Shannon divergence
  • [x] Kolmogorov-Smirnov test
  • [x] Chi-squared test
Available algorithms
  • [x] Generative Adversarial Networks
    • [x] GAN
    • [x] BceGAN
    • [ ] WGAN
    • [x] WGAN-GP
    • [x] CramerGAN
  • [ ] Variational Autoencoder
  • [ ] Normalizing Flows

Files

mbarbetti/lb-pidsim-train-v0.1.0.zip

Files (277.5 kB)

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Additional details