TaijaData
Documentation for TaijaData.
TaijaData.data_catalogueTaijaData.load_blobsTaijaData.load_california_housingTaijaData.load_cifar_10TaijaData.load_cifar_10_testTaijaData.load_circlesTaijaData.load_credit_defaultTaijaData.load_fashion_mnistTaijaData.load_fashion_mnist_testTaijaData.load_german_creditTaijaData.load_gmscTaijaData.load_linearly_separableTaijaData.load_mnistTaijaData.load_mnist_testTaijaData.load_moonsTaijaData.load_multi_classTaijaData.load_overlappingTaijaData.load_synthetic_dataTaijaData.load_tabular_dataTaijaData.load_uci_adult
TaijaData.data_catalogue — ConstantA dictionary that provides an overview of the various benchmark datasets and the methods to load them.
TaijaData.load_blobs — Functionload_blobs(n=250; seed=data_seed, kwrgs...)Loads overlapping synthetic data.
TaijaData.load_california_housing — Functionload_california_housing(n::Union{Nothing,Int}=5000)Loads California Housing data.
TaijaData.load_cifar_10 — Functionload_cifar_10(n::Union{Nothing, Int}=nothing)Loads data from the CIFAR-10 dataset.
TaijaData.load_cifar_10_test — Methodload_cifar_10_test()Loads test data from the CIFAR-10 dataset.
TaijaData.load_circles — Functionload_circles(n=250; seed=data_seed, noise=0.15, factor=0.01)Loads synthetic circles data.
TaijaData.load_credit_default — Functionload_credit_default(n::Union{Nothing,Int}=5000)Loads UCI Credit Default data.
TaijaData.load_fashion_mnist — Functionload_fashion_mnist(n::Union{Nothing,Int}=nothing)Loads FashionMNIST data.
TaijaData.load_fashion_mnist_test — Methodload_fashion_mnist_test()Loads FashionMNIST test data.
TaijaData.load_german_credit — Functionload_german_credit(n::Union{Nothing, Int}=nothing)Loads UCI German Credit data.
TaijaData.load_gmsc — Functionload_gmsc(n::Union{Nothing,Int}=5000)Loads Give Me Some Credit (GMSC) data.
TaijaData.load_linearly_separable — Functionload_linearly_separable(n=250; seed=data_seed)Loads linearly separable synthetic data.
TaijaData.load_mnist — Functionload_mnist(n::Union{Nothing,Int}=nothing)Loads MNIST data.
TaijaData.load_mnist_test — Methodload_mnist_test()Loads MNIST test data.
TaijaData.load_moons — Functionload_moons(n=250; seed=data_seed, kwrgs...)Loads synthetic moons data.
TaijaData.load_multi_class — Functionload_multi_class(n=250; seed=data_seed)Loads multi-class synthetic data.
TaijaData.load_overlapping — Functionload_overlapping(n=250; seed=data_seed)Loads overlapping synthetic data.
TaijaData.load_synthetic_data — Functionload_synthetic_data(n=250; seed=data_seed)Loads all synthetic datasets and wraps them in a dictionary.
TaijaData.load_tabular_data — Functionload_tabular_data(n=nothing; drop=nothing)Loads all tabular datasets and wraps them in a dictionary.
TaijaData.load_uci_adult — Functionload_uci_adult(n::Union{Nothing, Int}=1000)Loads data from the UCI 'Adult' dataset.