Helper Module for Deep Learning.

API documentation of pynet.datasets¶

Module that privides common datasets.

pynet.datasets.euaims	Module provides functions to prepare different datasets from EUAIMS.
pynet.datasets.echocardiography	Module that provides functions to prepare the Orientation dataset.
pynet.datasets.cifar	Module that provides functions to prepare the CIFAR dataset.
pynet.datasets.metastasis	Module that provides functions to prepare the metastasis dataset.
pynet.datasets.brats	Module that provides functions to prepare the Brats dataset.
pynet.datasets.genomic	Module that provides functions to prepare geomic dataset.
pynet.datasets.registration	Module that provides functions to prepare registration dataset.
pynet.datasets.lpsnc	Module that provides functions to prepare the lpsnc dataset.
pynet.datasets.impac	Module that provides functions to prepare the IMPAC dataset. IMPAC stands for IMaging-PsychiAtry Challenge: predicting autism which is a data challenge on Autism Spectrum Disorder detection: https://paris-saclay-cds.github.io/autism_challenge.
pynet.datasets.ukb	Module provides functions to prepare different toy datasets from UKB. 1) toy example about height in UKB with no NaN and known signif snps 2)
pynet.datasets.dsprites	Module that provides functions to prepare the DSprites dataset. beta-vae: Learning basic visual concepts with a constrained variational framework, Higgins, International Conference on Learning Representations, 2017. Code: https://github.com/YannDubs/disentangling-vae
pynet.datasets.core	Module that provides core functions to load and split a dataset.
pynet.datasets.hcp	Module provides functions to prepare different datasets from HCP. the T1 and associated brain masks.
pynet.datasets.hbn	Module provides functions to prepare different datasets from HBN.
pynet.datasets.biomede	Module that provides functions to prepare the Biomede dataset.
pynet.datasets.primede	Module that provides functions to prepare the PRIME-DE dataset.
pynet.datasets.toy	Module that provides functions to prepare registration dataset.
pynet.datasets.connectome	Module that provides functions to prepare the Brats dataset.
pynet.datasets.tcga_lgg_tif	Module that provides functions to prepare the TCGA-LGG-tif dataset.
pynet.datasets.orientation	Module that provides functions to prepare the Orientation dataset.
pynet.datasets.gradcam	Module that provides functions to prepare the GradCam dataset.
pynet.datasets.minst	Module that provides functions to prepare the MINST dataset.

Helper Module for Deep Learning.

API documentation of pynet.datasets¶

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