├── .gitignore ├── LICENSE ├── README.md ├── SETTINGS.json ├── buffering.py ├── compressed_cache.py ├── configuration.py ├── configurations ├── __init__.py ├── default.py ├── initial_both.py ├── initial_regular.py ├── initial_sunny.py ├── j0_cnnstack.py ├── j0_cnnstack_wide.py ├── j0_dense.py ├── j0_dense10.py ├── j0_dense11.py ├── j0_dense2.py ├── j0_dense3.py ├── j0_dense4.py ├── j0_dense5.py ├── j0_dense6.py ├── j0_dense7.py ├── j0_dense8.py ├── j0_dense9.py ├── j0_iranet.py ├── j0_iranet2.py ├── j0_iranet3.py ├── j0_iranet4.py ├── j0_iranet5.py ├── j0_iranet6.py ├── j0_iranet7.py ├── j0_iranet8.py ├── j0_mxnet.py ├── j0_mxnet1.py ├── j0_mxnet1b.py ├── j0_mxnet1c.py ├── j0_mxnet2.py ├── j1_jer_sndbx.py ├── j1_weighted.py ├── j1_weighted2.py ├── j1_weighted3.py ├── j1_weighted4.py ├── j1_weighted5.py ├── j1_weighted5_cached.py ├── j1_weighted6.py ├── j1_weighted7.py ├── j1_weighted8.py ├── j2_crps1.py ├── j2_crps2.py ├── j2_crps2b.py ├── j2_single_slice.py ├── j2_single_slice2.py ├── j2_single_slice3.py ├── j2_single_slice4.py ├── j2_single_slice_vgg.py ├── j2_single_slice_vgg_rmse.py ├── j2_single_slice_vgg_rmse_nomult.py ├── j2_single_sliceb.py ├── j3_crps3.py ├── j3_crps4.py ├── j3_crps5.py ├── j3_single_slice5.py ├── j3_single_slice5b.py ├── j3_single_slice6.py ├── j3_single_slice7.py ├── j3_single_slice7b.py ├── j3_single_slice8.py ├── j3_slice_highway.py ├── j4_iranet.py ├── j4_iranet2.py ├── j4_regression.py ├── j4_regression2.py ├── j5_ch2.py ├── j5_ch4.py ├── j5_normscale.py ├── j5_normscale2.py ├── j5_normscale3.py ├── j5_normscale4.py ├── j6_2ch.py ├── j6_2ch_128mm.py ├── j6_2ch_128mm_96.py ├── j6_2ch_128mm_skew.py ├── j6_2ch_128mm_specialist.py ├── j6_2ch_128mm_zoom.py ├── j6_2ch_128mm_zoomb.py ├── j6_2ch_32mm_specialist.py ├── j6_2ch_32mm_specialist_b.py ├── j6_2ch_4ch.py ├── j6_2ch_4ch_rotate.py ├── j6_2ch_96mm.py ├── j6_2ch_gauss.py ├── j6_2chb.py ├── j6_4ch.py ├── j6_4ch_128mm.py ├── j6_4ch_128mm_skew.py ├── j6_4ch_128mm_specialist.py ├── j6_4ch_32mm_specialist.py ├── j6_4ch_32mm_specialist_b.py ├── j6_4ch_gauss.py ├── j6_4chb.py ├── j6_sax.py ├── j6_sax_96.py ├── j6_sax_highway.py ├── j6_sax_residual.py ├── j6_sax_skew.py ├── j6_sax_skew_zoom.py ├── j6_sax_skew_zoom_tta.py ├── j6_saxb.py ├── j7_jeroen_ch.py ├── j7_jeroen_ch_certain.py ├── j7_meta.py ├── j7_meta_sax.py ├── j8_ira_layer.py ├── je_4ch2ch_iralayer.py ├── je_4ch2ch_iralayer_timemax.py ├── je_4ch2ch_iralayer_timemax_rnn.py ├── je_meta_fixedaggr_betterdist.py ├── je_meta_fixedaggr_filtered.py ├── je_meta_fixedaggr_framemax_reg.py ├── je_meta_fixedaggr_joniscale64small_360_gauss.py ├── je_meta_fixedaggr_joniscale64small_filtered_longer.py ├── je_meta_fixedaggr_joniscale80small_augzoombright.py ├── je_meta_fixedaggr_joniscale80small_augzoombright_betterdist.py ├── je_meta_fixedaggr_joniscale80small_filtered_longer.py ├── je_meta_fixedaggr_jsc100leakyconv.py ├── je_meta_fixedaggr_jsc64leakyconv.py ├── je_meta_fixedaggr_jsc64leakyconv_short.py ├── je_meta_fixedaggr_jsc80leakyconv.py ├── je_meta_fixedaggr_jsc80leakyconv_augzoombright.py ├── je_meta_fixedaggr_jsc80leakyconv_augzoombright_betterdist.py ├── je_meta_fixedaggr_jsc80leakyconv_augzoombright_betterdist_short.py ├── je_meta_fixedaggr_jsc80leakyconv_augzoombright_short.py ├── je_meta_joniscale64small_360.py ├── je_meta_joniscale64small_360_flipsax.py ├── je_os_fixedaggr_framemax_reg.py ├── je_os_fixedaggr_joniscale64small_360_gauss.py ├── je_os_fixedaggr_joniscale80small_augzoombright.py ├── je_os_fixedaggr_joniscale80small_augzoombright_betterdist.py ├── je_os_fixedaggr_leaky.py ├── je_os_fixedaggr_relloc.py ├── je_os_fixedaggr_relloc_filtered.py ├── je_os_fixedaggr_relloc_filtered_discs.py ├── je_os_fixedaggr_relloc_filtered_moredrop.py ├── je_os_fixedaggr_rellocframe.py ├── je_os_joniscale64small_360.py ├── je_os_segmentandintegrate.py ├── je_os_segmentandintegrate_noreg.py ├── je_os_segmentandintegrate_noreg_bn.py ├── je_os_segmentandintegrate_noreg_bn_attention.py ├── je_os_segmentandintegrate_smartsigma.py ├── je_os_segmentandintegrate_smartsigma_dropout.py ├── je_os_segmentandintegrate_trainscale.py ├── je_os_segmentandintegrate_trainsigmascale.py ├── je_ospre_joniscale64small_360.py ├── je_profiling.py ├── je_rs_bn_lstm.py ├── je_rs_bn_rnn.py ├── je_rs_joniscale64small_360.py ├── je_rs_lstm.py ├── je_rsmeta_joniscale64small_360.py ├── je_single_slice_vgg_rmse_nomult_longer.py ├── je_ss_agesex.py ├── je_ss_crps_nrmsc.py ├── je_ss_crps_nrmsc_highlr.py ├── je_ss_crps_nrmsc_lowlr.py ├── je_ss_crps_nrmsc_noreg.py ├── je_ss_crps_nrmsc_noreg.py.orig ├── je_ss_elucrps_nrmsc_dropoutput.py ├── je_ss_jonisc100_leaky_convroll.py ├── je_ss_jonisc128_leaky_convroll.py ├── je_ss_jonisc64_360_leaky.py ├── je_ss_jonisc64_360_leaky_convroll.py ├── je_ss_jonisc64_gauss.py ├── je_ss_jonisc64_leaky_convroll.py ├── je_ss_jonisc64_leaky_gauss.py ├── je_ss_jonisc64small_360.py ├── je_ss_jonisc64small_360_framemax.py ├── je_ss_jonisc64small_360_gauss_longer.py ├── je_ss_jonisc64small_360_gauss_longer_augbright.py ├── je_ss_jonisc64small_360_leaky.py ├── je_ss_jonisc64small_gauss_longer.py ├── je_ss_jonisc64small_maxout.py ├── je_ss_jonisc64small_sharemaxout.py ├── je_ss_jonisc80_framemax.py ├── je_ss_jonisc80_leaky_convroll.py ├── je_ss_jonisc80_leaky_convroll_augzoombright.py ├── je_ss_jonisc80_leaky_gauss.py ├── je_ss_jonisc80small_360.py ├── je_ss_jonisc80small_360_framemax.py ├── je_ss_jonisc80small_360_gauss_longer.py ├── je_ss_jonisc80small_360_gauss_longer_augzoom.py ├── je_ss_jonisc80small_360_gauss_longer_augzoombright.py ├── je_ss_jonisc80small_360_gauss_longer_moredrop.py ├── je_ss_jonisc80small_360_moredrop.py ├── je_ss_jonisc80small_attention.py ├── je_ss_lincrps_nrmsc_dropoutput.py ├── je_ss_normscale.py ├── je_ss_normscale_patchcontrast.py ├── je_ss_normscale_patchcontrast_seqshift.py ├── je_ss_normscale_zmuvcontrast.py ├── je_ss_nrmsc128_bottleneck.py ├── je_ss_nrmsc128_bottleneck2.py ├── je_ss_nrmsc128_gauss.py ├── je_ss_nrmsc128_gauss_short.py ├── je_ss_nrmsc128_maxconv.py ├── je_ss_nrmsc128_maxconv2.py ├── je_ss_nrmsc128small_gauss_longer.py ├── je_ss_nrmsc200_gauss.py ├── je_ss_nrmsc200_gauss_short.py ├── je_ss_smcrps_jonisc100_500_dropnorm.py ├── je_ss_smcrps_jonisc128_500_dropnorm.py ├── je_ss_smcrps_jonisc64_500_dropnorm.py ├── je_ss_smcrps_jonisc64small_500_dropnorm.py ├── je_ss_smcrps_nrmsc.py ├── je_ss_smcrps_nrmsc128_256_dropnorm.py ├── je_ss_smcrps_nrmsc128_500_dropnorm.py ├── je_ss_smcrps_nrmsc200_500_dropnorm.py ├── je_ss_smcrps_nrmsc200_500_dropoutput.py ├── je_ss_smcrps_nrmsc_500_dropnorm.py ├── je_ss_smcrps_nrmsc_500_dropoutput.py ├── je_ss_smcrps_nrmsc_500_dropoutput_fix.py ├── je_ss_smcrps_nrmsc_500_dropoutput_test.py ├── je_ss_smcrps_nrmsc_dropoutput.py ├── je_ss_smcrps_nrmsc_sharedense500_dropoutput.py ├── je_ss_smcrps_nrmsc_sharedense_dropoutput.py ├── je_ss_smll_nrmsc.py ├── je_ss_smll_nrmsc_noreg.py ├── je_ssdiff2_smcrps_nrmsc_500_dropoutput.py ├── je_ssdiff_smcrps_nrmsc_500_dropoutput.py ├── je_ssdiff_smcrps_nrmsc_500_dropoutput.py.orig └── je_test.py ├── custom_warnings.py ├── data_loader.py ├── deep_learning_layers.py ├── dihedral.py ├── dihedral_fast.py ├── dihedral_ops.py ├── disk_access.py ├── documentation.pdf ├── generate_metadata_pkl.py ├── generate_roi_pkl.py ├── highway.py ├── image_transform.py ├── ira ├── buffering.py ├── configuration.py ├── configurations │ ├── __init__.py │ ├── ch2_maxout_shift_128.py │ ├── ch2_roi10_zoom_leaky_after_nomask.py │ ├── ch2_zoom_leaky_after_maxout.py │ ├── ch2_zoom_leaky_after_nomask.py │ ├── ch2_zoom_leaky_nomask_seqshift.py │ ├── ch4_roi10_zoom_leaky_after_nomask.py │ ├── ch4_zoom_leaky_after_nomask.py │ ├── ch4_zoom_leaky_after_nomask_seqshift.py │ ├── gauss_roi10_big_leaky_after_seqshift.py │ ├── gauss_roi10_maxout.py │ ├── gauss_roi10_maxout_seqshift_96.py │ ├── gauss_roi10_zoom_mask_leaky_after.py │ ├── gauss_roi_zoom.py │ ├── gauss_roi_zoom_big.py │ ├── gauss_roi_zoom_big_after_seqshift.py │ ├── gauss_roi_zoom_mask_highway.py │ ├── gauss_roi_zoom_mask_leaky.py │ ├── gauss_roi_zoom_mask_leaky_after.py │ ├── meta_gauss_roi10_big_leaky_after_seqshift.py │ ├── meta_gauss_roi10_maxout.py │ ├── meta_gauss_roi10_maxout_seqshift_96.py │ ├── meta_gauss_roi10_zoom_mask_leaky_after.py │ ├── meta_gauss_roi_zoom.py │ ├── meta_gauss_roi_zoom_big.py │ ├── meta_gauss_roi_zoom_big_after_seqshift.py │ ├── meta_gauss_roi_zoom_mask_highway.py │ ├── meta_gauss_roi_zoom_mask_leaky.py │ └── meta_gauss_roi_zoom_mask_leaky_after.py ├── create_validation_split.py ├── data.py ├── data_iterators.py ├── dicom2pkl.py ├── fix_submission.py ├── logger.py ├── nn_heart.py ├── pathfinder.py ├── predict.py ├── predict_framework_transfer.py ├── predictions_dump.py ├── sample_submission_validate.csv ├── slice2roi.py ├── train.py ├── train_meta.py ├── utils.py └── utils_heart.py ├── layers.py ├── log.py ├── merge_predictions.py ├── merge_predictions_ira.py ├── merge_predictions_jeroen.py ├── nn_hough.py ├── objectives.py ├── other ├── hist_nr_slices.txt └── metadata_keys.txt ├── paths.py ├── postprocess.py ├── predict.py ├── preprocess.py ├── quasi_random.py ├── sample_submission_validate.csv ├── settings_files ├── .SETTINGS_SUB_2.json.swp ├── SETTINGS_SUB_1.json └── SETTINGS_SUB_2.json ├── theano_printer.py ├── train.py ├── updates.py ├── util_scripts ├── __init__.py ├── check_data_dump.py ├── create_split.py ├── dcm2npy.py ├── detect_outliers.py ├── dickbutt.jpg ├── dicom2pkl.py ├── fix_patientmodel_predictions.py ├── histogram_radii.py ├── line_finder.py ├── pkl2patient.py ├── segmentation_labelling.py ├── show_all_plots.py ├── show_train_plots.py ├── sunny2npy.py ├── test_area.py ├── test_area2.py ├── test_certainty.py ├── test_shearing.py ├── test_simul_ch.py ├── test_slice_locationing.py ├── test_zoom.py ├── visualize_errors.py ├── visualize_normscale_preprocessing.py ├── visualize_patient.py ├── visualize_predictions.py ├── 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