path	# lines of code
aggregate.py	794
add_hyperparam.py	42
dib/training/__init__.py	1
dib/training/trainer.py	170
dib/training/helpers.py	58
dib/__init__.py	1
dib/utils/pruning.py	429
dib/utils/__init__.py	1
dib/utils/datasplit.py	50
dib/utils/initialization.py	109
dib/utils/distributions.py	41
dib/utils/helpers.py	496
dib/predefined/helper_layers.py	15
dib/predefined/predefined.py	27
dib/predefined/__init__.py	4
dib/predefined/cnn.py	387
dib/predefined/mlp.py	224
dib/transformers/__init__.py	2
dib/transformers/img.py	97
dib/transformers/ib/erm.py	59
dib/transformers/ib/__init__.py	4
dib/transformers/ib/dib.py	623
dib/transformers/ib/vib.py	83
dib/transformers/ib/helpers.py	35
dib/classifiers/__init__.py	1
dib/classifiers/mcclf.py	30
utils/__init__.py	4
utils/visualize/visualize_clf.py	184
utils/visualize/__init__.py	2
utils/visualize/helpers.py	24
utils/visualize/visualize_imgs.py	34
utils/train.py	119
utils/evaluate.py	543
utils/data/imgs.py	400
utils/data/__init__.py	12
utils/data/helpers.py	170
utils/data/base.py	131
utils/helpers.py	426
load_models.py	231
main.py	578
conf/datasize/mini.yaml	7
conf/datasize/b1024.yaml	7
conf/datasize/b8.yaml	7
conf/datasize/small.yaml	7
conf/datasize/e200.yaml	6
conf/datasize/b16.yaml	7
conf/datasize/nano.yaml	7
conf/datasize/debug.yaml	7
conf/datasize/b2048.yaml	7
conf/datasize/nanodet.yaml	7
conf/datasize/2dsmall.yaml	7
conf/datasize/b512.yaml	7
conf/datasize/smalldet.yaml	7
conf/datasize/b4096.yaml	7
conf/datasize/e300.yaml	6
conf/datasize/minidet.yaml	7
conf/datasize/b16 copy.yaml	7
conf/datasize/all.yaml	2
conf/datasize/b32.yaml	7
conf/datasize/b64.yaml	7
conf/datasize/default.yaml	8
conf/datasize/e50.yaml	6
conf/datasize/e100.yaml	6
conf/datasize/b128.yaml	7
conf/datasize/b256.yaml	7
conf/clfs/sweepLayersSmall.yaml	4
conf/clfs/QsufPlotrepLarge.yaml	4
conf/clfs/none.yaml	5
conf/clfs/minihiddens.yaml	3
conf/clfs/sweepRectangles.yaml	6
conf/clfs/distractor.yaml	2
conf/clfs/minilayers.yaml	3
conf/clfs/hiddens.yaml	4
conf/clfs/minisinglehid.yaml	4
conf/clfs/nanolayers.yaml	3
conf/clfs/gamma-01.yaml	3
conf/clfs/Qsuf2D copy.yaml	4
conf/clfs/gamma-1.yaml	3
conf/clfs/random.yaml	2
conf/clfs/minisparse.yaml	3
conf/clfs/sweepHiddens.yaml	4
conf/clfs/nanosinglehid.yaml	4
conf/clfs/inchiddens.yaml	4
conf/clfs/pyramids.yaml	6
conf/clfs/worst.yaml	3
conf/clfs/singlehid.yaml	4
conf/clfs/sparse.yaml	5
conf/clfs/inclayers.yaml	3
conf/clfs/QsufHeatmap.yaml	4
conf/clfs/sweepSparse.yaml	5
conf/clfs/QsufLine.yaml	4
conf/clfs/QsufTable.yaml	3
conf/clfs/sweepHiddensBis.yaml	4
conf/clfs/minirectangles.yaml	6
conf/clfs/layers.yaml	3
conf/clfs/QsufPlotrep.yaml	4
conf/clfs/Qsuf2D.yaml	4
conf/clfs/sweepRectanglesSmall.yaml	6
conf/clfs/rectangles.yaml	6
conf/clfs/Qminimality2D.yaml	4
conf/clfs/sweepLayers.yaml	4
conf/clfs/default.yaml	21
conf/clfs/QsufHeatmapXL.yaml	4
conf/clfs/linear.yaml	3
conf/clfs/avg.yaml	3
conf/dataset/mnist.yaml	6
conf/dataset/cifar10mnistnodist.yaml	6
conf/dataset/binmnist.yaml	6
conf/dataset/cifar10mnist.yaml	6
conf/dataset/binsvhn.yaml	6
conf/dataset/cifar100.yaml	6
conf/dataset/cifar10mnistshift.yaml	6
conf/dataset/bincifar10mnistdep7.yaml	6
conf/dataset/cifar10.yaml	6
conf/dataset/cifar10mnistdep7.yaml	6
conf/dataset/coloredmnist.yaml	10
conf/dataset/bincifar10mnistdep5.yaml	6
conf/dataset/cifar10mnistdep8.yaml	6
conf/dataset/bincifar10mnistdep9.yaml	6
conf/dataset/cifar10mnistdep5.yaml	6
conf/dataset/bincifar10mnistdep8.yaml	6
conf/dataset/cifar10mnistdep9.yaml	6
conf/dataset/bincifar100.yaml	6
conf/dataset/bincifar10mnistdep3.yaml	6
conf/dataset/default.yaml	17
conf/dataset/cifar10mnistdep3.yaml	6
conf/dataset/bincifar10mnist.yaml	6
conf/dataset/svhn.yaml	6
conf/encoder/width128.yaml	9
conf/encoder/cnnninw8d8.yaml	10
conf/encoder/cnnninw4d8.yaml	10
conf/encoder/mlpl.yaml	9
conf/encoder/cnn.yaml	12
conf/encoder/cnnninw2d2.yaml	10
conf/encoder/cnnninw8d4.yaml	10
conf/encoder/cnnninw4d4.yaml	10
conf/encoder/width8192.yaml	9
conf/encoder/mlpxl.yaml	9
conf/encoder/cnnninw2d4.yaml	10
conf/encoder/resnet50.yaml	5
conf/encoder/cnnninw8d2.yaml	10
conf/encoder/mlp.yaml	9
conf/encoder/cnnninw4d2.yaml	10
conf/encoder/width512.yaml	9
conf/encoder/cnnninw2d8.yaml	10
conf/encoder/width32.yaml	9
conf/encoder/width2048.yaml	9
conf/encoder/wideresnet.yaml	6
conf/encoder/resnet101.yaml	5
conf/encoder/resnet18.yaml	5
conf/encoder/resnet34.yaml	5
conf/encoder/wideresnet101.yaml	5
conf/config.yaml	166
conf/aggregate.yaml	131
conf/model/cdibbatchnormzxhigher.yaml	15
conf/model/cdibexact.yaml	14
conf/model/vcdib.yaml	13
conf/model/cdibapprox.yaml	12
conf/model/cdibsmall.yaml	12
conf/model/dibS.yaml	11
conf/model/wdecay.yaml	5
conf/model/simplecdibmm.yaml	16
conf/model/cdib.yaml	14
conf/model/cdibbatchnormzx.yaml	14
conf/model/understandHeads.yaml	13
conf/model/simplecdibdet.yaml	18
conf/model/perminvcdib01.yaml	15
conf/model/cdibhigher.yaml	15
conf/model/warm3.yaml	16
conf/model/cdibXL.yaml	14
conf/model/dropoutBob.yaml	5
conf/model/cdibbatchnormexact.yaml	14
conf/model/cdibdet.yaml	12
conf/model/cdibS.yaml	14
conf/model/cdibbatchnormzxhigher01.yaml	15
conf/model/dropout.yaml	4
conf/model/dibL.yaml	11
conf/model/cdib03.yaml	12
conf/model/QsufficiencyAdv.yaml	12
conf/model/cdibbatchnormjoint.yaml	14
conf/model/simplevcdib.yaml	17
conf/model/simplecdib01.yaml	17
conf/model/dibrand.yaml	11
conf/model/Qsufficiency.yaml	11
conf/model/cdibjoint.yaml	12
conf/model/batchnorm.yaml	6
conf/model/cdibsameidcs.yaml	15
conf/model/cdibXS.yaml	14
conf/model/perminvcdib.yaml	15
conf/model/warm5.yaml	16
conf/model/perminvcdib10.yaml	15
conf/model/cdibL.yaml	14
conf/model/vcdibhigher01.yaml	14
conf/model/cdibexactquick.yaml	14
conf/model/cdib01.yaml	14
conf/model/correlation.yaml	16
conf/model/dib.yaml	13
conf/model/simplecdibexactmm.yaml	16
conf/model/vib001.yaml	8
conf/model/stochasticErm.yaml	6
conf/model/cdibbatchnorm.yaml	14
conf/model/dibsameidcs.yaml	12
conf/model/cdibsklearn10.yaml	15
conf/model/minsuff.yaml	13
conf/model/cdibfree.yaml	13
conf/model/vib01.yaml	8
conf/model/cdibLimit.yaml	14
conf/model/simplecdibexact.yaml	16
conf/model/cdibbatchnormjoint01.yaml	14
conf/model/vib.yaml	8
conf/model/cdibsklearn01.yaml	15
conf/model/cdibquick.yaml	14
conf/model/warm0.yaml	16
conf/model/vibinterp.yaml	10
conf/model/vibL.yaml	8
conf/model/simplecdib.yaml	18
conf/model/cdibbatchnormhigher.yaml	15
conf/model/cdibrand.yaml	14
conf/model/cdib3.yaml	12
conf/model/cdibsklearn1.yaml	15
conf/model/erm.yaml	6
conf/model/warm1.yaml	16
conf/model/cdibhigher01.yaml	13
conf/model/default.yaml	57
conf/model/simplecdib001.yaml	18
conf/model/cdibbatchnormzxexact.yaml	14
conf/model/cdibbatchnormhigher01.yaml	15
conf/model/wdecayBob.yaml	5
conf/additional/none.yaml	1
conf/additional/load_models.yaml	29