Datasets

We have added functionality to load several existing datasets for both supervised and semi-supervised learning settings. Use the gen_dataset function in the file cords.utils.datasets.SL.builder for loading the dataset in the supervised learning setting. Similarly, use the gen_dataset function in the file cords.utils.datasets.SSL.builder for loading the dataset in the semi-supervised learning setting.

In the Supervised learning setting, below given is a list of datasets supported:

  • dna

  • boston

  • adult

  • connect_4

  • letter

  • satimage

  • svmguide1

  • usps

  • ijcnn1

  • sklearn-digits

  • covertype

  • census

  • mnist

  • fashion-mnist

  • cifar10

  • cifar100

  • svhn

  • kmnist

  • stl10

  • emnist

  • celeba

In the Semi-supervised learning setting, below given is a list of datasets supported:

  • svhn

  • stl10

  • cifar10

  • cifar100

  • cifarOOD

  • mnistOOD

  • cifarImbalance