libauc

Get Started

  • Introduction
  • Installation

API

  • libauc.sampler
  • libauc.losses
  • libauc.optimizers
  • libauc.models
  • libauc.datasets
  • libauc.metrics
  • libauc.utils

Examples

  • Optimizing AUCMLoss
  • Optimizing CompositionalAUCLoss
  • Optimizing APLoss
  • Optimizing pAUCLoss
  • Training GNNs with APLoss
  • Optimizing MIDAMLoss
  • Optimizing NDCGLoss
  • Optimizing GCLoss (Unimodal)
  • Optimizing GCLoss (CLIP)
  • Optimizing RGCLoss (CLIP)
libauc
  • Overview: module code

All modules for which code is available

  • libauc.datasets.cat_vs_dog
  • libauc.datasets.chexpert
  • libauc.datasets.cifar
  • libauc.datasets.folder
  • libauc.datasets.melanoma
  • libauc.datasets.movielens
  • libauc.datasets.stl10
  • libauc.datasets.webdataset
  • libauc.losses.auc
  • libauc.losses.contrastive
  • libauc.losses.losses
  • libauc.losses.mil
  • libauc.losses.ranking
  • libauc.losses.surrogate
  • libauc.metrics.metrics
  • libauc.metrics.metrics_k
  • libauc.models.densenet
  • libauc.models.gnn
  • libauc.models.neumf
  • libauc.models.perceptron
  • libauc.models.resnet
  • libauc.models.resnet_cifar
  • libauc.optimizers.adam
  • libauc.optimizers.adamw
  • libauc.optimizers.isogclr
  • libauc.optimizers.lars
  • libauc.optimizers.midam
  • libauc.optimizers.pdsca
  • libauc.optimizers.pesg
  • libauc.optimizers.sgd
  • libauc.optimizers.soap
  • libauc.optimizers.sogclr
  • libauc.optimizers.song
  • libauc.optimizers.sopa
  • libauc.optimizers.sopa_s
  • libauc.optimizers.sota_s
  • libauc.sampler.sampler
  • libauc.utils.paper_utils
  • libauc.utils.utils

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