Wheelodex » Projects » gandlf

gandlf

View on PyPI — Reverse Dependencies (0)

0.1.2 GANDLF-0.1.2-py3-none-any.whl
0.1.3.dev20250202 GANDLF-0.1.3.dev20250202-py3-none-any.whl

Wheel Details

Project: gandlf
Version: 0.1.2
Filename: GANDLF-0.1.2-py3-none-any.whl
Download: [link]
Size: 269942
MD5: 54bb34d0a65f20286828543d8c88975e
SHA256: 67f37e85946ae070aced970f30fee9fc4fa76b63faaa0c823ae215da63044aab
Uploaded: 2024-11-21 18:27:23 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt · entry_points.txt

METADATA

Metadata-Version: 2.1
Name: GANDLF
Version: 0.1.2
Summary: PyTorch-based framework that handles segmentation/regression/classification using various DL architectures for medical imaging.
Author: MLCommons
Author-Email: gandlf[at]mlcommons.org
License: Apache-2.0
Keywords: semantic,segmentation,regression,classification,data-augmentation,medical-imaging,clinical-workflows,deep-learning,pytorch
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Medical Science Apps.
Requires-Python: >3.8, <3.12
Requires-Dist: torch (==2.5.0)
Requires-Dist: black (==23.11.0)
Requires-Dist: numpy (==1.25.0)
Requires-Dist: scipy
Requires-Dist: SimpleITK (!=2.0.*)
Requires-Dist: SimpleITK (!=2.2.1)
Requires-Dist: torchvision
Requires-Dist: tqdm
Requires-Dist: torchio (==0.19.6)
Requires-Dist: pandas (>=2.0.0)
Requires-Dist: scikit-learn (>=0.23.2)
Requires-Dist: scikit-image (>=0.19.1)
Requires-Dist: setuptools
Requires-Dist: seaborn
Requires-Dist: pyyaml (==6.0.1)
Requires-Dist: matplotlib
Requires-Dist: gdown (==5.1.0)
Requires-Dist: pytest
Requires-Dist: coverage
Requires-Dist: pytest-cov
Requires-Dist: psutil
Requires-Dist: medcam
Requires-Dist: opencv-python
Requires-Dist: torchmetrics (==1.1.2)
Requires-Dist: zarr (==2.10.3)
Requires-Dist: pydicom
Requires-Dist: onnx
Requires-Dist: torchinfo (==1.7.0)
Requires-Dist: segmentation-models-pytorch (==0.3.3)
Requires-Dist: ACSConv (==0.1.1)
Requires-Dist: requests (>=2.32.2)
Requires-Dist: docker
Requires-Dist: dicom-anonymizer (==1.0.12)
Requires-Dist: twine
Requires-Dist: zarr
Requires-Dist: keyring
Requires-Dist: monai (==1.3.0)
Requires-Dist: click (>=8.0.0)
Requires-Dist: deprecated
Requires-Dist: packaging (==24.0)
Requires-Dist: typer (==0.9.0)
Requires-Dist: colorlog
Requires-Dist: opacus (==1.5.2)
Requires-Dist: huggingface-hub (==0.25.1)
Requires-Dist: openslide-bin
Requires-Dist: openslide-python (==1.4.1)
Requires-Dist: lion-pytorch (==0.2.2)
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 7261 characters]

WHEEL

Wheel-Version: 1.0
Generator: setuptools (75.6.0)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
GANDLF/__init__.py sha256=8Zq1qibZtNL7X2kaR0yNLoB3j1z9p-MotzJ_fctWAoE 112
GANDLF/config_manager.py sha256=fglvns0FTkMQDcuhH3dXm8dqzpXzGq3-9rJ85AtFk1o 34385
GANDLF/inference_manager.py sha256=ncT8HFo46IIpD_mw8i2mmOnMkhvPrWJITfiNQ1uBIco 4048
GANDLF/logger.py sha256=oamQ1SOTTpAnC8vQ67o211Q6_bExGg_hAuqlHGlJfAI 2951
GANDLF/logging_config.yaml sha256=9XxRxAKtLn5ehT1khpR8wEiJGW64sx1lylAspM5KaWk 1337
GANDLF/parseConfig.py sha256=jO-ybIPxLw23OWDvFdTukbft0ZM8UOofGnoL2C5CEps 754
GANDLF/training_manager.py sha256=FXvQ4p3DELzR2MtfG1ANsOL1X9Oo99X8rm4npJ7xLlo 7302
GANDLF/version.py sha256=vZFmD4vaq9dobS_w5yqWzaAAF7OxyIqbtOA8XCpinGg 170
GANDLF/anonymize/__init__.py sha256=Nxig-jM-a-aKlK09PNi1zhNulEpLTyjnsY_oGQKdjhQ 1953
GANDLF/anonymize/convert_to_nifti.py sha256=MOfSDncFGJGb-EQP9sFGn0yuKpX010Ioi2KNwttaex8 1339
GANDLF/cli/__init__.py sha256=F05eyL2HKyWkHczRZuPE_Z2Yg685P9ARYxTwz6njGeQ 784
GANDLF/cli/config_generator.py sha256=_j0aRV3puiIItJ1WOHRNVII_TkGJuH9ep6SuwPblcnc 4502
GANDLF/cli/data_split_saver.py sha256=72ygy9s3INt2NFAfSW4j9dxxmuuvfzfBTF0Hwh0nYBU 1720
GANDLF/cli/deploy.py sha256=55mnId66_-KOWROwPj9OEePENWm58BYFBvn_kWOdil8 15153
GANDLF/cli/generate_metrics.py sha256=fZcBcBmCLUMF6KJ5gp4uG1oYkDwLtCyc8pjrc2-_r-Q 18537
GANDLF/cli/huggingface_hub_handler.py sha256=vGQYwDiT3Y8yk_xLNkB8DgW1rYpEcwYp0TCdCO5oWTs 4631
GANDLF/cli/main_run.py sha256=e4QMKti7AEaKI4NU4dlO64weS7UgwVXCanbDHdV2oXk 4415
GANDLF/cli/patch_extraction.py sha256=30RpBfjpwE9GLRSSD7JRqwoHngESQL0eOt09n_5r18Q 3555
GANDLF/cli/post_training_model_optimization.py sha256=cuPqUGrFcTIfhT67lAxpnywt8t9yrlqyHUl6wjr18qo 2111
GANDLF/cli/preprocess_and_save.py sha256=pvOI5oaM-GLDF2TdK9F9j_KMyvypNh155Hut_AvZphg 8814
GANDLF/cli/recover_config.py sha256=mQb9WkyyoGArkYluTCmnM9vTBeDaRSuT2I1AI4REwQQ 1828
GANDLF/compute/__init__.py sha256=xOpuMrg2jvQ8DDXsdkhS1WcNpCj9XIYyeMt1X89JlUI 128
GANDLF/compute/forward_pass.py sha256=2W_a9rCfy5TkxUXwerSxqmwARfqZuUQcCyjX6pHMeWw 22465
GANDLF/compute/generic.py sha256=bqhRC5SQLgIMo62YYxBrDTkMGaZ6pRPR7mjNV5J2T-4 4295
GANDLF/compute/inference_loop.py sha256=JFh-7c7kiPwO3Qey5973co-wWm2n3gYNhpuDXMzv1DY 15365
GANDLF/compute/loss_and_metric.py sha256=MDzIGorhKBpf922hMWNV3Zokpg6gOr2Bgo-BeGEmzXo 6688
GANDLF/compute/step.py sha256=di8zk8EgRKu5y0-Aq0aBTgrKo30SWM8wdLsnVeDaZqU 4765
GANDLF/compute/training_loop.py sha256=O31kQtQ3LMoOnh6yq1jiV68Yb7yDBMd6B9vvkK8gNUA 24835
GANDLF/data/ImagesFromDataFrame.py sha256=d4zwJbvBGxiReVw_WsWsV1v0cWKw3qKRrGXZqygOH10 13106
GANDLF/data/__init__.py sha256=m-jDpE3EFxj0K4eJN7WUrJMoZkP0htIfoAOeAHXB-q4 2412
GANDLF/data/inference_dataloader_histopath.py sha256=dOSuOnEFOcA2nPeRuUunSHIz65ea7w-iv3VTdp8E4sE 6009
GANDLF/data/augmentation/__init__.py sha256=fylJfhi-trBMstGTcvkwYDT6zBVXrkaobNI21ItaiGU 2255
GANDLF/data/augmentation/blur_enhanced.py sha256=JB-vmkE8xplx2pWOAAw1zXf7Ys8gWhC1tep0QfteyWI 2576
GANDLF/data/augmentation/hed_augs.py sha256=BQihsQPIlWw4LeS29RLJp0w2boCzvrw-zc3wkADKWoc 12443
GANDLF/data/augmentation/noise_enhanced.py sha256=OWk92ap5x---YLJ4YM-Uech2rP8O0w_38Fp_oisbCCA 2986
GANDLF/data/augmentation/rgb_augs.py sha256=f9VRodaLgSij2SILOwu621ftjQeP4ppUyVLKHkzsung 4279
GANDLF/data/augmentation/rotations.py sha256=UcybTm6oXpCfzCDwcAqJdHTGX6nRIHtlTY9nqs62_VU 3153
GANDLF/data/augmentation/wrap_torchio.py sha256=cXftTn-e_Xr6F8VV5llKroMfLYKE1l1G7i89NlQeQoA 3684
GANDLF/data/patch_miner/__init__.py sha256=AbpHGcgLb-kRsJGnwFEktk7uzpZOCcBY74-YBdrKVGs 1
GANDLF/data/patch_miner/opm/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
GANDLF/data/patch_miner/opm/patch.py sha256=5b1m11ttH7H-rb9UU_fafBrbcev2iKeqIM8CAV-XFMo 5318
GANDLF/data/patch_miner/opm/patch_manager.py sha256=n8jIiozLQJe3WKmrEmGzunZtbd9JFxS0GMRCAZhBw-k 21745
GANDLF/data/patch_miner/opm/utils.py sha256=zdmxCZjQrowxhDXsaVm0kJhTsUFOut6VYuKCdgY9d24 18734
GANDLF/data/post_process/__init__.py sha256=zx70GvpmsUAkAWpBoVoKHatq-gEQGehicLVHXWGU9KU 405
GANDLF/data/post_process/morphology.py sha256=Mk_RCo8PqamhQyP28V5arByXbh0Vd7pNwGnddyEbXG0 3793
GANDLF/data/post_process/tensor.py sha256=fTxkwzsOJOoXthlPcNSeKE6tdB9JUQgdO3BWMO6ke6Q 885
GANDLF/data/preprocessing/__init__.py sha256=V_2vcit2PNrfWllRCK7Nqr3pGtDgohd_eTFyKBhhnak 7226
GANDLF/data/preprocessing/crop_zero_planes.py sha256=B-o0PhqoBL8f5ihRN3K4end5HmUaFlLlJ3XrzzSC394 4210
GANDLF/data/preprocessing/non_zero_normalize.py sha256=988hZzXi449sSQH0sIVc6VLxmnf9auIK6AqgvEvyrRM 1755
GANDLF/data/preprocessing/normalize_rgb.py sha256=jO4qRqXg80z9ttMXz3-IcKWjjW85L-BZ9HzzcRFY1yQ 3069
GANDLF/data/preprocessing/resample_minimum.py sha256=vb-bqMRTqWvt-Fvy-W9cQQLjuObmiYLUNUJjVmEwicM 1585
GANDLF/data/preprocessing/rgb_conversion.py sha256=K8rxEOMxbxgSIZtK-HyHnrygsq6E0eDw-aJQ1ltj05w 2926
GANDLF/data/preprocessing/threshold_and_clip.py sha256=QETlg15lCwAmSVMSONL-hM4niAdjfS3UlTEbQ3gNU3s 2933
GANDLF/data/preprocessing/template_matching/__init__.py sha256=z3I3HHBOoqrpv1gIS9WNxu2d4FcyyE7GKH_IlqTRR5w 98
GANDLF/data/preprocessing/template_matching/base.py sha256=MtfyNqIDacYhi8Fod1TeoXG6pHig6BmTxu-QRJJXLP4 954
GANDLF/data/preprocessing/template_matching/histogram_matching.py sha256=38P3TP2z7UeAlRAsC6NZI4O06seUa2vRH6WpwC0ORfM 2114
GANDLF/data/preprocessing/template_matching/stain_extractors.py sha256=X-XD172uTPHj1X3ym7xvNjHdJO4nokkYEoTFV7wAt_M 6835
GANDLF/data/preprocessing/template_matching/stain_normalizer.py sha256=Iz_0L60Bc01ptgiAre5y5DklNCMPSHR1IV81aL98vE4 4623
GANDLF/data/preprocessing/template_matching/utils.py sha256=N4aAlHsOpkcEkD5U2OB9CCw7XDkoEziyrR-FFA9CUtk 3811
GANDLF/entrypoints/__init__.py sha256=eUkzzgFXkLYdsEnPCwgvA7dLexutuWVC3XNx27hH-vo 284
GANDLF/entrypoints/anonymizer.py sha256=fDMflschBV23GJSpJ1vZ7SlBkqOQhSRgwWXjbXiQr18 4196
GANDLF/entrypoints/cli_tool.py sha256=j7YONfFuPQGWtJsEXBwGq5bopkj8FObqM98gtxiO-RE 724
GANDLF/entrypoints/collect_stats.py sha256=t73RXlHy8OzO0qRr4pslUIYUhlDYfWdNPThkxGyuZsM 8432
GANDLF/entrypoints/config_generator.py sha256=mUqrAM4hRsR3YajzhhLgu1oAbNNbc7PbWKksbwmDMMU 2487
GANDLF/entrypoints/construct_csv.py sha256=2r4llVRaFR89k9w9KQKxpbkxXa4EWKyXIGogB2N6lI0 5935
GANDLF/entrypoints/debug_info.py sha256=RGokREpQm6NN3Nb_dWs5yJFK_owaa1VV0Fhue218GOE 2381
GANDLF/entrypoints/deploy.py sha256=kxYot3ZfP4V2pR9q6u-1j-ba6B6WgYlZZqoc5VWu2MQ 7527
GANDLF/entrypoints/generate_metrics.py sha256=uxr8khLbD1DZZ9_0KG_MVTLfZQ_QNInb7rK0YnQWVL0 4829
GANDLF/entrypoints/hf_hub_integration.py sha256=ZJvgVwcXhV_A3CvKFOPkq8lHidmilioiENpV1pULY60 4738
GANDLF/entrypoints/optimize_model.py sha256=w3A1n2jvH5s2bp9m3E3rUX1wd1J4Tt_zfOD3KOBXpZk 3347
GANDLF/entrypoints/patch_miner.py sha256=StrdmbAiECPpsN1AoZo75Mc1y-UAmKFyNfFmJrnHOg4 3095
GANDLF/entrypoints/preprocess.py sha256=-2XbLmRkQossOpZCU0HvvWWuKbefq6OE_Bf2HeHoYNk 5571
GANDLF/entrypoints/recover_config.py sha256=3eyYbQJMPcgZz6NDZFpJadbgUdnMF6chudRKqmBaJ4E 3712
GANDLF/entrypoints/run.py sha256=ChOpM5Cx1R2WbFo5zW3q0BuFpNXhTa7EXMdHAzcFtSk 9294
GANDLF/entrypoints/split_csv.py sha256=TZMpYjzPXD8koOdB7kokJYStQcfMzQD0z_Nysxvuxwo 3662
GANDLF/entrypoints/subcommands.py sha256=LyYgN5bOAF5K6laGWChe_CBi02RmPhIS7nYpiojOC0w 1768
GANDLF/entrypoints/verify_install.py sha256=E204smRPuH7Fv4rBPkjVXmxMPB_Tzd2lTAdVxp2hNhY 1370
GANDLF/grad_clipping/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
GANDLF/grad_clipping/adaptive_gradient_clipping.py sha256=ABt2sBLVFkW_5ffA-GkrFaxCFi2AkEOT3WjroUif2fI 2896
GANDLF/grad_clipping/clip_gradients.py sha256=bXXyy0suMmc0P3bj7odHVYX18w--IZ6Mu1cseFQ9F7U 1157
GANDLF/grad_clipping/grad_scaler.py sha256=Uwc37zkGs_513U-QOYRVNc1VUOW6rd1aGYsaXmoXPaw 3013
GANDLF/losses/__init__.py sha256=tt1xh66FhuYqLCx8qvjwoVZJkyUhQyqRiWDVQxhS7so 887
GANDLF/losses/hybrid.py sha256=mYR3oYsz9I3GcVKsrY7uiafAvyunfCx3rlgZPk-M9zo 1599
GANDLF/losses/hybrid_new.py sha256=aC_2mGrDGPQKw9pgtvwhIvsT8a9-0Y8mQo7KSBP7XbE 795
GANDLF/losses/loss_interface.py sha256=3iI9DVP5M1zrYMGEqfS3vDx46-A5Uuf73H123P2LeNo 5497
GANDLF/losses/regression.py sha256=iB40tuexbQS4O2WzgBtTEYYmgLpARhC_yCMi8K-IQn8 8711
GANDLF/losses/regression_new.py sha256=WMfJkoRRAHa2Jpjr8Zex-pHMqiiszNUnnq9H4XZQYFs 1992
GANDLF/losses/segmentation.py sha256=jZauVnYDcavt1PIuxe6UZYfRSdGZe1nlfz3oHbGaJ-w 12248
GANDLF/losses/segmentation_new.py sha256=GK1F-5x2aaVr8zQFNUIUw5rlGydXhoXKWitiEcSctAY 6936
GANDLF/metrics/__init__.py sha256=gxfOAhZ8tpZJTzi6IBZPNcY6RlWXyVKcBWUzHwnpW0s 3556
GANDLF/metrics/classification.py sha256=6rVZjXxHwfJFqw19UiRMYK3uF656QgfMwWDz-LOHUaw 4692
GANDLF/metrics/generic.py sha256=VnHRvMgKM4M_aOuZ3oYugnK7v_vkaJkH5KS4ns2eRuU 4984
GANDLF/metrics/regression.py sha256=Ca58jo9OL1GdjB2ZvQCcrKWz9F67iY5rcbnQxT-LpcU 4584
GANDLF/metrics/segmentation.py sha256=zqWEI6LuphFM0Nsm0sG2XeqAxpNJnoK1Z9q4FJt58c8 25645
GANDLF/metrics/synthesis.py sha256=63wqFGCZZkZXk4pmuqm-rGm_ZYq-W23u7Le6EtFeUA0 7407
GANDLF/models/MSDNet.py sha256=mzBkw_kQigSDTxaR7tojhdI4ECIQ65i_qiCrNaZmBHI 3442
GANDLF/models/__init__.py sha256=PJIbBtICuERaXCbK5u7BvEGFTje44FaDkCLpHLltthw 4063
GANDLF/models/brain_age.py sha256=itV27Bzh7a9er3WsenntvlnzCM0ZLBw1Xents4-wuAc 2084
GANDLF/models/deep_unet.py sha256=VyzwuEcjunO5dwU28NYyZ3XlqXszy18fGT8Kd6J_2bQ 9722
GANDLF/models/densenet.py sha256=9o-vJaKNfxtdhc8u71TfKelwL1d_2pn702mqj19lI5o 11848
GANDLF/models/dynunet_wrapper.py sha256=W1y6pORZ1KCz1tKrB0P6kpIPDwMIrKx1pGxY1Dmt_T4 5922
GANDLF/models/efficientnet.py sha256=UXPT6fl_VyScD26ZcQ_nd7gUyZRcttJo9eTjQjBfRhg 17213
GANDLF/models/fcn.py sha256=_ViIjiFKy5ktIaNz1EU6RcqzZbYgjdeLkwxyL22Gvo8 5555
GANDLF/models/imagenet_unet.py sha256=vTAuckJ0Bs9nfe2G0nKISqgxWArIYdM4poGpTk56QYI 11906
GANDLF/models/imagenet_vgg.py sha256=FrMNLIxCtaMHWZ9JO7pWtoXTT1f8eVDuREx9108Aw2g 10367
GANDLF/models/light_unet.py sha256=jzcTHH7kv_ikriYxIe7fbQJkmwOQZzePW4KLCW2FGWM 6645
GANDLF/models/light_unet_multilayer.py sha256=xrKy--lljbCX7U2eYjpFZA69C6qlHmA5W-fEckPBll4 4534
GANDLF/models/modelBase.py sha256=NFmKcEylNchm0LVqwRoD_iIMFj36IsaKwVCPJPLux3g 5752
GANDLF/models/resnet.py sha256=0PB7sGSLHUq2F6tyHYqxepmU1eBccSwCzBrD7Qmc280 16987
GANDLF/models/sdnet.py sha256=uhHvOHRTAx4ANxv2lKXfBn6Bg4Broqzb77qekVjXeFI 14528
GANDLF/models/transunet.py sha256=E11uuQ13mORw2pKTRdTBif50kw3OE1UOAdmmkPubqmc 8509
GANDLF/models/uinc.py sha256=GytQob8FPOpwPOyxamD-8HYh-7MN2CGA9eQR3cHZ8dk 7618
GANDLF/models/unet.py sha256=89wgKcFA7TERpve90WKQFK9N_fwulU60ofHFVZxENBE 8938
GANDLF/models/unet_multilayer.py sha256=n6wifwrKqFgpl1b9bkOmfuLwh4ybmATUHUwTXYRyxsc 6652
GANDLF/models/unetr.py sha256=6pn9cstp1vJ_ZgsJrVJs1Dwnpw2Qf8-zvoEuS3-E4DE 24177
GANDLF/models/vgg.py sha256=6c_kWmYvNg_c0FLO76eHhpPSKVaWKcZEdpH3EbV771c 6720
GANDLF/models/seg_modules/DecodingModule.py sha256=1jG2f4Ckl_K-Jt7cwnJBXivXbwGTcDCQNoxFYWs-JbM 2685
GANDLF/models/seg_modules/DownsamplingModule.py sha256=-e0SVJBJanT2Z3ENlwmUSx_rmsMjJUl1yn5lFoDQOxw 2047
GANDLF/models/seg_modules/EncodingModule.py sha256=f1yxCKh32bkfj4xptDYS0kuoDPxoLEqAR93ZcZCWSjY 3187
GANDLF/models/seg_modules/FCNUpsamplingModule.py sha256=HSnwgs7yBpOTmGlhQS2es9Bepsc2dSqbVgqo5SPSDAQ 1748
GANDLF/models/seg_modules/IncConv.py sha256=gNjBudfMs6tSYlTIrC5KwfWKKFvCnKQacblru4UBgC0 2451
GANDLF/models/seg_modules/IncDownsamplingModule.py sha256=4_1pyhmuM7coQ_-K7PgN444RHvnjmB8YwwWmyAM8c7Q 2979
GANDLF/models/seg_modules/IncDropout.py sha256=hQ6pY119xYSY31UKghnI3QK4mOgjTCO5mWqc0nMu3fM 2179
GANDLF/models/seg_modules/IncUpsamplingModule.py sha256=be_LZeXAB7iOnDHlVxDHifyxaU46sOWH8UQIiiYjutU 1314
GANDLF/models/seg_modules/InceptionModule.py sha256=sRIM_YK8rs-t3qfr_30srYgOr-T52GRCgTezAIcsInI 3663
GANDLF/models/seg_modules/InitialConv.py sha256=dz1RZR2l2soPs9mwXigEh_i0wCwHbWyhZluPwOmeErs 3247
GANDLF/models/seg_modules/Interpolate.py sha256=2xQPRiOEghSrvyHmoGK8I9YkCdW2ebRlkqpgYjCUM-0 665
GANDLF/models/seg_modules/ResNetModule.py sha256=PEULezrCZ2eZzisweoa98VWT71XImIcuYG1zVdcKzLA 2569
GANDLF/models/seg_modules/UpsamplingModule.py sha256=hV6OdnZWCO2sZVZZySjPhY9sTqF0AZroFy4p9nBkYGs 1748
GANDLF/models/seg_modules/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
GANDLF/models/seg_modules/add_conv_block.py sha256=ww8pWBq6r_DYwe8DHLZM2oPXmJOIUwKolENQ_4ydKzo 1202
GANDLF/models/seg_modules/add_downsample_conv_block.py sha256=UUvMjFZSvfwSxEqwS1uonhPaFHc1Y39aKx56tWWrrqk 410
GANDLF/models/seg_modules/average_pool.py sha256=8TRsq5ScmofJXumS-MEWZ0We0EpYVX44rzKqLad9uEg 1980
GANDLF/models/seg_modules/out_conv.py sha256=mOfHlIaznx8pauMkAiu_Ni57383YYJtm5E1ut7--ks0 3379
GANDLF/optimizers/__init__.py sha256=dri2oPKH6VYSqJyEgkjBQP9_jFibbWjmzZwJgHwF8kg 1433
GANDLF/optimizers/wrap_monai.py sha256=bDB055PZYj44wyBNXU3oYxjBPa4fyv_5BsRpPtkIUf0 782
GANDLF/optimizers/wrap_torch.py sha256=phDMJ-BPSH8nsfqcJLUndhQEb021Uf1CicpAB5C-gvY 8785
GANDLF/optimizers/thirdparty/__init__.py sha256=o9R9I2dpsd0pPKf7x-idATt5eadhoIX00Zj6p8IUhYs 105
GANDLF/optimizers/thirdparty/ademamix.py sha256=sj82MMuCdJQb8aYjoSrLqugUa2u4pScGIhel4YZQaCU 7513
GANDLF/optimizers/thirdparty/adopt.py sha256=dBknleT9IUmyXyFRRoMibrN5wexAHcu7Kr6mHMb5_Wk 19233
GANDLF/optimizers/thirdparty/lion.py sha256=ZoNvrkN-93mAVukYFPIct1_6x5dTKda77KXTKz356Jw 879
GANDLF/privacy/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
GANDLF/privacy/opacus/__init__.py sha256=8FkYz9ViiEUIF9JF3t5rbJjjOVUnNomnYR-bd500kZI 173
GANDLF/privacy/opacus/config_parsing.py sha256=1x9XTrRA-zVJI8dieVDECL-RWd4SlOsk639gNObZMnI 2367
GANDLF/privacy/opacus/model_handling.py sha256=LSFo_TtCHwFhThJ9i7agWFjxVx1aABHC3bIUVLReFPs 6437
GANDLF/privacy/opacus/training_utils.py sha256=ejXUIhLNjRzTebF-7uCYUluK7jyINDOpLe2yhOKacJg 3683
GANDLF/schedulers/__init__.py sha256=y70gA0v8DTNYYCEr8zbc3WB-x2xkZ7VzUvdSznTCTMI 1123
GANDLF/schedulers/wrap_monai.py sha256=_kP3ArUIFK3x3u0nQV8Gi2oPruMIGGTSZxa4bSygGPs 400
GANDLF/schedulers/wrap_torch.py sha256=NuCAmYMKgYeFzO1PEiHfnFaHpzuQU0DsK5NOi-gVxOo 6746
GANDLF/utils/__init__.py sha256=yAXxhPgSu0FdUcvocaW2cGSljBwrIjRMjALpJcMWjbY 1677
GANDLF/utils/data_splitter.py sha256=IBVsLYo4y28G6LedbLPYWyiAUiaLxD4wWZD4EZC2D6I 10174
GANDLF/utils/exceptions.py sha256=SmEGzCbc5mXxjylmA9XE4PXZdmkkfOjrEh473cWTAvA 100
GANDLF/utils/gandlf_logging.py sha256=a1yV4244BGO5gp4OuAIKJUZgR21U1OPdovJ5nH1uUrs 2162
GANDLF/utils/generic.py sha256=NyJgaeCdryBlHMziPPLmWtIk450u042NWQgs_qh7knw 11744
GANDLF/utils/handle_collisions.py sha256=UFgfrddQqeipOdpKk0Mo-wwJ-TYTESNZyXzEyQeaLdI 3082
GANDLF/utils/imaging.py sha256=qetUoX7hfgvwtIkSkOIgaCdcHZIkuT5NR2A0fnJ_PHc 10354
GANDLF/utils/modelbase.py sha256=MJ1ufJGQ-ZgfYWTg7o4f-Iz78d7SYiyxN7MT8bnNDaw 950
GANDLF/utils/modelio.py sha256=tWeTwVTvQy5I5hydxNZz4N8xEU3lHMayMa9gx5-Vr7Q 8016
GANDLF/utils/parameter_processing.py sha256=DA7ZEsizWWLJZnCxBnDNh1NyA-bw5oirOvodiZZWbIk 5675
GANDLF/utils/tensor.py sha256=AOwNTQfw9mnsomGwOF2Q_rdDS1WANlIatB0hhZN0gSg 21504
GANDLF/utils/write_parse.py sha256=bTBNxIaIGgjusq1mlHA8hioKZ6XmEJWFhfZWAQz2a9I 9197
GANDLF-0.1.2.dist-info/LICENSE sha256=GlZPAfA4eckod8IVayhBXkqCpESXf6cc9BGli_Jwims 11357
GANDLF-0.1.2.dist-info/METADATA sha256=ftqUPGGu_zvO5WrAO_NoYc9j9mqLw9M40ZfTOV9yD-8 9551
GANDLF-0.1.2.dist-info/WHEEL sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U 91
GANDLF-0.1.2.dist-info/entry_points.txt sha256=agwocNI7Upi-sFDe1rMl71dGN8YhCBB7WJmtBHRF4jg 902
GANDLF-0.1.2.dist-info/top_level.txt sha256=i5D9wEbQhl085_9Lx2m7x-9Zu6nlx1tjYYbuSihG09E 7
GANDLF-0.1.2.dist-info/RECORD — —

top_level.txt

GANDLF

entry_points.txt

[console_scripts]
gandlf = GANDLF.entrypoints.cli_tool:gandlf
gandlf_anonymizer = GANDLF.entrypoints.anonymizer:old_way
gandlf_collectStats = GANDLF.entrypoints.collect_stats:old_way
gandlf_configGenerator = GANDLF.entrypoints.config_generator:old_way
gandlf_constructCSV = GANDLF.entrypoints.construct_csv:old_way
gandlf_debugInfo = GANDLF.entrypoints.debug_info:old_way
gandlf_deploy = GANDLF.entrypoints.deploy:old_way
gandlf_generateMetrics = GANDLF.entrypoints.generate_metrics:old_way
gandlf_optimizeModel = GANDLF.entrypoints.optimize_model:old_way
gandlf_patchMiner = GANDLF.entrypoints.patch_miner:old_way
gandlf_preprocess = GANDLF.entrypoints.preprocess:old_way
gandlf_recoverConfig = GANDLF.entrypoints.recover_config:old_way
gandlf_run = GANDLF.entrypoints.run:old_way
gandlf_splitCSV = GANDLF.entrypoints.split_csv:old_way
gandlf_verifyInstall = GANDLF.entrypoints.verify_install:old_way