Wheelodex » Projects » cyto-dl

cyto-dl

View on PyPI — Reverse Dependencies (2)

0.4.5 cyto_dl-0.4.5-py3-none-any.whl

Wheel Details

Project: cyto-dl
Version: 0.4.5
Filename: cyto_dl-0.4.5-py3-none-any.whl
Download: [link]
Size: 296612
MD5: c56ecaf6eb2f496c9a7461d1fccefed4
SHA256: 275fbc51beb411e356a8f852311b1f45e7ddebace29b45f2d28fa8dcdc854919
Uploaded: 2025-02-21 17:55:19 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.1
Name: cyto-dl
Version: 0.4.5
Summary: Collection of representation learning models, techniques, callbacks, utils, used to create latent variable models of cell shape, morphology and intracellular organization.
Author-Email: Benji Morris <benjamin.morris[at]alleninstitute.org>,Guilherme Pires <guilherme.pires[at]alleninstitute.org>,Ritvik Vasan <ritvik.vasan[at]alleninstitute.org>
Project-Url: Homepage, https://github.com/AllenCellModeling/cyto-dl
Requires-Python: >=3.9,<3.11
Requires-Dist: PyYAML (>=6.0)
Requires-Dist: anndata (>=0.8)
Requires-Dist: astropy (>=5.2)
Requires-Dist: bioio-czi
Requires-Dist: bioio-ome-tiff
Requires-Dist: bioio-tifffile
Requires-Dist: bioio (>=1.0.1)
Requires-Dist: boto3
Requires-Dist: edt (>=2.3.1)
Requires-Dist: einops (>=0.6.1)
Requires-Dist: fire (>=0.5)
Requires-Dist: hydra-colorlog (>=1.2)
Requires-Dist: hydra-core (~=1.3.0)
Requires-Dist: hydra-optuna-sweeper (>=1.2)
Requires-Dist: lightning (>=2.0)
Requires-Dist: matplotlib (>=3.7)
Requires-Dist: mlflow (>=2.1)
Requires-Dist: monai (>=1.2)
Requires-Dist: numpy (>=1.23)
Requires-Dist: ome-zarr (>=0.6)
Requires-Dist: omegaconf (>=2.3)
Requires-Dist: online-stats (>=2023)
Requires-Dist: pandas (>=1.5)
Requires-Dist: positional-encodings (>=6.0.3)
Requires-Dist: pyarrow (>=10.0)
Requires-Dist: pyrootutils (>=1.0)
Requires-Dist: rich
Requires-Dist: scikit-learn (>=1.2)
Requires-Dist: tifffile (>=2024.0.0)
Requires-Dist: timm (>=0.9.7)
Requires-Dist: torch (~=2.0.0)
Requires-Dist: tqdm (>=4.64)
Requires-Dist: universal-pathlib (>=0.0)
Requires-Dist: cyto-dl[equiv,pcloud,s3,spharm,torchserve]; extra == "all"
Requires-Dist: cyto-dl; extra == "docs"
Requires-Dist: furo (<=2023.3.23); extra == "docs"
Requires-Dist: m2r2 (<=0.3.3.post2); extra == "docs"
Requires-Dist: sphinx (<=6.1.3); extra == "docs"
Requires-Dist: lie_learn (==0.0.1.post1); extra == "equiv"
Requires-Dist: escnn (~=1.0.7); extra == "equiv"
Requires-Dist: py3nj (==0.1.2); extra == "equiv"
Requires-Dist: e3nn (~=0.5.1); extra == "equiv"
Requires-Dist: pyntcloud (>=0.3.1); extra == "pcloud"
Requires-Dist: aicsshparam (>=0.1.7); extra == "pcloud"
Requires-Dist: torch-geometric (>=2.3.1); extra == "pcloud"
Requires-Dist: point-cloud-utils (>=0.29.6); extra == "pcloud"
Requires-Dist: geomloss (>=0.2.6); extra == "pcloud"
Requires-Dist: Ninja (>=1.11.1); extra == "pcloud"
Requires-Dist: torchio (>=0.19.1); extra == "pcloud"
Requires-Dist: boto3 (<1.24.5,>=1.23.5); extra == "s3"
Requires-Dist: s3fs (~=2023.1); extra == "s3"
Requires-Dist: vtk (~=9.2); extra == "spharm"
Requires-Dist: aicscytoparam (~=0.1); extra == "spharm"
Requires-Dist: pyshtools (==4.10.3); extra == "spharm"
Requires-Dist: cyto-dl; extra == "test"
Requires-Dist: pytest (~=7.2); extra == "test"
Requires-Dist: pytest-cov[toml] (~=4.0); extra == "test"
Requires-Dist: torchserve (>=0.8.0); extra == "torchserve"
Requires-Dist: gorilla (>=0.4.0); extra == "torchserve"
Provides-Extra: all
Provides-Extra: docs
Provides-Extra: equiv
Provides-Extra: pcloud
Provides-Extra: s3
Provides-Extra: spharm
Provides-Extra: test
Provides-Extra: torchserve
Description-Content-Type: text/markdown
[Description omitted; length: 7413 characters]

WHEEL

Wheel-Version: 1.0
Generator: pdm-pep517 1.1.4
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
README.md sha256=TqXwd9ejrsepesRBgfVI7tggqXvNXyouDXBCKSTfR1s 7412
configs/callbacks/default.yaml sha256=BmJmIFMdD5EUb2tvIA0J8i5EhAE62aoI6zg7s58_fCQ 403
configs/callbacks/early_stopping.yaml sha256=SngQW-GiEUutNhiIfC2Niw7yvJU0VbYqE8Q2NwvNFrE 1250
configs/callbacks/layer_freeze.yaml sha256=7Gno-s5oZW-n9VG-jaPdGT0g7dbKCvhA5dSn6WTv-48 80
configs/callbacks/learning_rate_monitor.yaml sha256=JqaV3uQn-JMJS6vYLth28P5pOxQoAYSljyivQem_U1Q 83
configs/callbacks/model_checkpoint.yaml sha256=P--3FX-vVV7ELjgwl-0hXFlTuJG2K0QH1tpsBcYO4pM 1298
configs/callbacks/model_summary.yaml sha256=BRXNM4lS8OU80j33ndFd2WsVoA_FSmhZegQmOsUjwiw 402
configs/callbacks/none.yaml sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
configs/callbacks/outlier_detection.yaml sha256=fr1IZxf9iPRv9ED2Vu_3ZI9M2CRbK9NPiPvZZa3sLic 160
configs/callbacks/rich_progress_bar.yaml sha256=EQmJU2pbsRWwQcM9jXEYmzdFZl5OCEqReg_XcHROxYk 289
configs/compile.yaml sha256=_o2zNN6G3R3oyex-uhiuzgTZu3dyn847kxxjVYv1Hqw 758
configs/data/classification/single_timepoint.yaml sha256=cb7QQTQZ78MMvoinViczmmBlXcwwWX0-7Rzrp2XIoBk 2634
configs/data/contrastive/vicreg.yaml sha256=Gn9AeirRnYWzUcP4wPp-m7LzQGBp24k_LFuLPZtFuJQ 3778
configs/data/im2im/gan.yaml sha256=nSflq8USSe_TUAgQT5Et6ZBGMTuEp6ByWW6-lNZ58qM 7077
configs/data/im2im/gan_superres.yaml sha256=SuLus_QgYuorOqjsuhdVBJTpyEAoigtiM_oAiKbjZNA 7427
configs/data/im2im/ijepa.yaml sha256=gM1NKm8ZRIsRhsr1mwsGsfgYfoMXnnkbpiiGl1NiYNU 5234
configs/data/im2im/instance_seg.yaml sha256=dZAreMahnH5c6mKIztpPqKpwOvOzRHm3tkw-QAYzsqs 6880
configs/data/im2im/iwm.yaml sha256=T83wJGKOR4MjslsZ-cmP26-syX9u1Jqcf992n8vEtgU 6725
configs/data/im2im/labelfree.yaml sha256=OOJ1N9qcH4CshFVFnwPzKT3i73vKk1ziOn1ngVP0Gyo 5879
configs/data/im2im/mae.yaml sha256=KpIlR_sTT2zKegZFl2R9Le8Sc6h_Ree_onbxxA4s4fk 4230
configs/data/im2im/numpy_dataloader_predict.yaml sha256=LH2N9aPDPBl0EO-oCIxD4UC-YPvzAXRSO61i_-QIYoQ 392
configs/data/im2im/numpy_dataloader_train.yaml sha256=ie3h2ESU_wN7y9gLOsGNYYOGVrBMblwabMwKcDcmHIc 2136
configs/data/im2im/segmentation.yaml sha256=wUUIFlq6ggYsRFKMLWlwNJhi9OXiymq7OJ2ELy2h6BA 6852
configs/data/im2im/segmentation_plugin.yaml sha256=7XwIaJIrb0AZJlXoy2bSqWhQj17ROp5sPLp2nTsh9kY 9060
configs/data/im2im/segmentation_superres.yaml sha256=GUIO5JnzHSw3fPnAgJQ8SnbuatfjjaJp9UmFnKypRPs 7263
configs/data/private/lattice_nuc_sdf.yaml sha256=uS0IFphxb26m_qy10NsCmx9peLybRFbmNZbAOUSx_2c 450
configs/data/private/rot_mnist.yaml sha256=EV22iYw85H0GUhwFURAQueiVAv7Std-EVpyHEyJVuAA 416
configs/data/private/rot_mnist_vae.yaml sha256=2UUo_Uvu429zkhKi80z8Xjd2PtzLB7g7-mMLD2_xcC0 450
configs/data/private/rotated_mnist.yaml sha256=UCz35suBwMw_BHZQU9AnVd7M8O9_1NvvCBOsYwQj1j4 1176
configs/data/private/variance_3d.yaml sha256=gy_cJPEziwTD2hFGxJLMUX68EHoZcvQBg_wAt282hoM 1075
configs/data/private/variance_3d_npm1.yaml sha256=DKqehUUC936s_lcUW0NMi6C_cn3Cqx5rl8mFa8IR5GM 497
configs/data/private/variance_3d_npm_nuc_v2.yaml sha256=SKSeUjkc8T8jkGFNohykvmqPjWWTOfNhBS_jgLUXnuc 770
configs/data/private/variance_3d_rotate.yaml sha256=8Vl8SImnJabCv1zBx6oHpzaXmxpmxUMnY8QkrXpRCto 1802
configs/data/private/variance_centerslice.yaml sha256=4ivQU-IcDiLT6S2Ww8gF3Qb8CeDj_nTAmXCc3eob5oA 547
configs/data/private/variance_centerslice_resize.yaml sha256=_DcOiXDChrfnzX5KlvcvqCZSR11xMfLLCRjdEbDVKuU 719
configs/data/private/variance_npm1.yaml sha256=EYuEKzDQOQ-sXPcW9A8W6dRCP6qc5UuG1E2878Bu9LY 969
configs/data/private/variance_spharm.yaml sha256=b1qwMvzHz60eL7OB3yCp3-o46z2HLXQ37R3-oguHUBQ 312
configs/data/test/alternating_batch.yaml sha256=vkGLSCwuZiL7kuofJCcSdXMlaJYfg9MlvvXDTFshLR0 462
configs/data/test/omnipose.yaml sha256=OVaH1Aq5EFSbZqtwMxKblvkrro_vUcynxOJlSlaWYMM 200
configs/data/test/segmentation.yaml sha256=SxCjNphwmZ7S97_IEMRmADMtewqUtEMSPbLdkI0fNXQ 200
configs/debug/default.yaml sha256=lOUqYBPxwV3o3j6f81BUHMS0sYZHaxC_4P3qX_hIuYw 899
configs/debug/fdr.yaml sha256=b7Zw_853H6S4y2Ly_X7XYlHMsiIxZ9v1v_tcOkI_Gbc 125
configs/debug/limit.yaml sha256=pr36iJtdjKmyOwaXBzlvxnXsUVxC4K5AEAo5sOT04Po 223
configs/debug/overfit.yaml sha256=QsD8rK9m7EkO23zMd2sCwzAYTsP47wQq_REm_Y6Gv_A 209
configs/debug/profiler.yaml sha256=Y0pOqf1jPMFRefzofRySk3FBRS6viLVdy78k3ZVy4x4 182
configs/eval.yaml sha256=AMZIJr3yRM1kNko600hTOoohc8HQJeyDf2T_0Ko93F8 559
configs/experiment/classification/per_timepoint.yaml sha256=GxcLPzr9zyCfTMTd1IBmF8vfjcCPvbuYfD6rwYj1bPo 659
configs/experiment/contrastive/vicreg.yaml sha256=PzQSjKLgf2_xg8nJin7U9owuVZ3SXkEiOx0pFNkDpus 628
configs/experiment/im2im/gan.yaml sha256=PwZ1GAAjGDxAC9XMTThfia-76r6F78OtaVVXpThEfss 1506
configs/experiment/im2im/gan_superres.yaml sha256=YHLy85asLLQ4oHQo4XgJZKEqXlDNF3iAHxnWVINg0k4 1524
configs/experiment/im2im/hiera.yaml sha256=68nWjKAzknXDmXtwv1y1SCJPi2r0ZBxvIHWQbZIYOfI 1325
configs/experiment/im2im/ijepa.yaml sha256=WSwE3_thTs_rIIZE2RceO6fsDSaJyOB3yg_aSls8evE 885
configs/experiment/im2im/instance_seg.yaml sha256=_VOR_nFERWLFxT-eigMu3vE88RGfQ3lBpHHlsYIhxYA 1321
configs/experiment/im2im/iwm.yaml sha256=kGvYVEh8SjjAHoqtn8Rs-EJjkJGZZ4H15VM43axzEtk 996
configs/experiment/im2im/labelfree.yaml sha256=Qy6jT34jafO_kqdlNSzQYTB4QuLpM8AvrjDyWo1V2dI 1306
configs/experiment/im2im/mae.yaml sha256=bo4OaEuoDSgcnGIVmE7qNpCp-wKJod4FVhDPJoWewWc 1344
configs/experiment/im2im/segmentation.yaml sha256=QGECWQJNfIXWcXJ-lUPJinwAmsiGyNGOZXHx8XtrhDM 1315
configs/experiment/im2im/segmentation_array.yaml sha256=1yOnAp03eeB3tl4vdc2MOzgzHzQWr8jEgrTlo7JMQeQ 938
configs/experiment/im2im/segmentation_plugin.yaml sha256=ZRMHFY86RQ0UVffnA8VRq6gAK7qFhqrL8qX7hQXzQTc 2257
configs/experiment/im2im/segmentation_superres.yaml sha256=ZTXqUOmQ2pqEqzw8Rt3hC4IvAicxyZeaZI5-79YmaZ4 1333
configs/experiment/im2im/vit_segmentation.yaml sha256=M_r25KVE2T1bJLzXiq8IKx1q6ZuMgDLPZPV3AH4J_r4 1550
configs/experiment/private/lattice_nuc_sdf.yaml sha256=G6vNNd4rplqoO7P5QkLqAFSWjlc-pPaf9mIlex8qMSY 2741
configs/experiment/private/mnist_so2.yaml sha256=YTb2ekcGJcqm8-S55OygDN_5Q-31i6m0omfKIknOWDc 1583
configs/experiment/private/npm1_classical_3d_vae.yaml sha256=QONZp7w8hpKLBjckH5I-6259NzkZMupI7zxxr1Hcql0 989
configs/experiment/private/npm1_classical_scale_inv.yaml sha256=83wpDNzMA_4nTN9Uo6i2sQAlQCZKWCGlu_PRY5lN5_w 2902
configs/experiment/private/npm1_equiv_3d_vae_3dnucalign.yaml sha256=XEQJi3DUmuv58fb69RGyxNdZ_0WD69hw-NsVXjFjbps 1037
configs/experiment/private/npm1_scale_inv_canon_so3.yaml sha256=YbjWGNfSmBf_woVsrTPXWR9ZTyKQ_M9LrxPrlsQVgGw 2825
configs/experiment/private/npm1_so2.yaml sha256=6LDjv3VFMkOXTeIAsaShRrZ8-bWU_sNpyO5FxEvENEo 2568
configs/experiment/private/npm1_so2_scale_inv.yaml sha256=YkXpX-9ZiHiR7_8HjvHkwxRINlO_fAyETXKMvLx3nTQ 3062
configs/experiment/private/npm1_so3_scale_inv.yaml sha256=aZy8_r2xhf00WV2Ulj8Cv2ODUQZWUf3Oc39G4DHGDYw 3057
configs/experiment/private/npm1_so3_vae.yaml sha256=3sQZcYK17TfPKlnS6GBTzKHAekuBMc0FXRjaWrbvAk8 2325
configs/experiment/private/npm1_so3_vae_seg.yaml sha256=Rig9d3JGelSdmpOiPIMpU04eDVO66fi8kyOO_ZNpwco 2179
configs/experiment/private/variance_classical_2d_vae.yaml sha256=mjzvuxyj80J0SEFew-Y7c9UzUCgGRyL6Dl73JQmzcBQ 967
configs/experiment/private/variance_classical_3d_vae.yaml sha256=dcYd1pD_lfZH7ci-1YyzMxeh2_jQmsOnmF7LFSFIGM8 1053
configs/experiment/private/variance_so2_3d_vae.yaml sha256=r6PGdqRsvVeScjOOl1XNxqkwfxFxThJPz72NTEOKYGI 1385
configs/experiment/private/variance_so2_3d_vae_profiling.yaml sha256=_r9-hvboPI-j2m28HQ4c46R9eSFL2JvHwUo87bC46YU 1605
configs/experiment/private/variance_spharm.yaml sha256=HCGm8gIESoVPXiA3pZw7f3bwv7BaElXB-4kswCSRwmA 9822
configs/experiment/private/variance_spharm_o2.yaml sha256=s2gtHMF94QnTVLxn5qQLXWEPitUZ2OBqVyapjap8RXM 9728
configs/extras/default.yaml sha256=rB3iOfzB1qvR6N6HTps4l0Xq_DwLoxm_GwjfPK3MeFw 309
configs/hparams_search/mnist_optuna.yaml sha256=ufKG-dxHPrcd4iwPKVy3k-g06aPKkQIx8OqtACm4xFE 1818
configs/hydra/default.yaml sha256=juQmldDjJUYpA9pZJTEPlxoQvxHC3424ORlg8jb-JUQ 431
configs/logger/comet.yaml sha256=TkZHFoX0eyOPzzRUpam0vHNcdXI9MF6Wz8yi9MD3XRc 372
configs/logger/csv.yaml sha256=Wx4q3_pJTbFoNU0hG6DLEgc496zI2Nm3GHJ7mIY76dc 157
configs/logger/many_loggers.yaml sha256=gE1qKWIYZ6JjkCBlrjiVwTdeHjEjVlcehSc6Jwgjy0E 148
configs/logger/mlflow.yaml sha256=Q8fRui9-DkVnRiNkharkR7LtVJ9Lc9rHVrdHBfesxps 166
configs/logger/neptune.yaml sha256=WakinZRrPe2yO_o4b_eAzAn4T9nMVbNdzaDv9TkRLew 277
configs/logger/tensorboard.yaml sha256=EyuLq-aj8l3BKgjIBEhCUJRlWz9-Lk5MtJaJAujVvQg 258
configs/logger/wandb.yaml sha256=bQPpTl5Et27t6dt87Z4-RJ2qJ4MLPLYI3TQHlq5wzoE 522
configs/model/classification/single_timepoint.yaml sha256=_JpNT13BTWTVg0O-hkZe8wtg8Pb04uMFbfhkybthfNw 594
configs/model/contrastive/vicreg.yaml sha256=rTRo-Tde1yb7mRfO0ePI4EO6ZOM1gRJCul5BgwDkMrM 927
configs/model/im2im/gan.yaml sha256=fvSftHI5Qd2H6IGGIoLemXH0aoChqQUcfm9bq5ZTghc 1796
configs/model/im2im/gan_superres.yaml sha256=IcYWl0WhW9aVRXQ8bivUB6jDHCj2VBzagje2D4P_2zc 1937
configs/model/im2im/hiera.yaml sha256=kE1FgSLqPNrPDQq7B90n2HVskA7VsskNZ71Yc_0VPdY 2315
configs/model/im2im/ijepa.yaml sha256=TPyyA-1QSw8Y4djxdTWM-coDsjDwXp6X0MxjCzVM8nc 837
configs/model/im2im/instance_seg.yaml sha256=IaTbyBtRSIq2K8CDQDwPCg9OZ-d7g0WzOgaIhHmvQiA 1322
configs/model/im2im/iwm.yaml sha256=CZ7Xq8bRpI8t1pDEzlosD2jrPs9KAQse5vJIV4-6bw0 938
configs/model/im2im/labelfree.yaml sha256=fVN8nvleWTCuThJDHmdnRn0Hy4mEb-l0fPIC2B17KY8 1226
configs/model/im2im/mae.yaml sha256=SWgkWXpxa-MC2kW3VtZpbMUYp-22WdVJBMy_q5GWXdA 1245
configs/model/im2im/segmentation.yaml sha256=l0-Dpj467pvn71srh4gHk8K58WugNwLtBmPJk-UqSXY 1322
configs/model/im2im/segmentation_plugin.yaml sha256=EKYH6eideHHia6OP5RnoPAc752H0MlXBUEIznqxPKEU 1227
configs/model/im2im/segmentation_superres.yaml sha256=0pYPi4Ytr5cbzmMwd3lcVBtEK_kAbyPdgTdPzr2z0KU 1462
configs/model/im2im/vit_segmentation_decoder.yaml sha256=_LuWgOrB8nDl2UUa0lKPoQMglSh_MtJUBOIRzY7Ifx8 1344
configs/model/private/classical_image_ae.yaml sha256=0577GB17Ky-ofWYPzSHepAl9-rdf8tLLYlsrY2-MvRg 493
configs/model/private/classical_image_vae.yaml sha256=HFDRY134WEoLAjKxtpxVCncsB0IZ_mxhPdEXLNt0-0k 536
configs/model/private/reconstruction_loss/spharm_gaussian.yaml sha256=OozkK39E200AhsdIUzZ0pCd__5M4eXW1jS9_A4DqCZU 86
configs/model/private/reconstruction_loss/spharm_loss.yaml sha256=XoND5zMjidRPbQhiOTlLMta9TMNuk4ZLZmannCzk-sQ 76
configs/model/private/reconstruction_loss/spharm_mse.yaml sha256=CEOgSpuRK8rt9IwryRSB3QZ5wIo1-8xeG31u8CN_Rm4 56
configs/model/private/reconstruction_loss/spharm_weighted_mse.yaml sha256=pKpHKFRe1i99fT6AjYW3e0kpC7CK2ftw6xrQCX8TMcc 93
configs/model/private/so3_canon_image_vae.yaml sha256=eiSor-EqbhvRlU53Lua63beCY9sE6mUTeMnp20Ghpts 316
configs/model/private/so3_equiv_image_vae.yaml sha256=JIFXMWc1VEfQo5vzx4_ysYb_bxXAms1ThO5bOFBI_oQ 332
configs/model/private/spharm.yaml sha256=5kn0L_X3DRVcLUQO29PueHFCkr3gEZlGYQdrRMkmA1Y 513
configs/model/private/spharm_so2.yaml sha256=psOOuYItTYeVwuCwpeX1wnPi41sLFoA7SdQfdq61WmE 501
configs/model/test/base.yaml sha256=bwbqIdqyFPSCKFgSr-NtXDFy6jBWDSD915CGM3uq0Qw 597
configs/model/test/simple_segmentation.yaml sha256=o4chejj-IoVNKiFN-ylKhPaf30VcttNk3Hwx_jj02MY 613
configs/paths/default.yaml sha256=fQScBO1r0fpxvOFvteeZNmqFUTzEdr3uycFlufyBJ7c 492
configs/train.yaml sha256=1bqcA875GMRkAspkubXzvm7VJPk9wskRTGSoIbrzuYw 1794
configs/trainer/cpu.yaml sha256=oRNQ7iDiO9UdVl7zOrkqzhxskaTaqfZL03ltl2uPaOU 56
configs/trainer/ddp.yaml sha256=-YSvb7sRxTANk3-q2wcxgIbqAOW_JcN3HzmKSxKnkTw 394
configs/trainer/ddp_sim.yaml sha256=YVKTGiInI2U4LurYH7IJRoxWvHgI3oBbxlkjGeDr3Qg 120
configs/trainer/default.yaml sha256=cKmDVDgTEVb-BXF3RaPtrWFhWXCD18n9_sYQkM5BULw 468
configs/trainer/gpu.yaml sha256=B1fvTYovJQSVqs_wJ77E2mqJ6Al3VxOPnNQwRhk8no0 55
configs/trainer/mps.yaml sha256=MxSV9O-XkfdGGWaucQch1512x5tloZ9CQ19B7vLrzOY 56
cyto_dl/__init__.py sha256=yzpPcT-vRJwfEJ8L4gzsC_MjnkDUvQ_MgBWCkLbRd8o 410
cyto_dl/api/__init__.py sha256=ni_4xsqWZ3hgNxIplMCGjHLfFO8R5sfA5teGtmo2Tq4 31
cyto_dl/api/cyto_dl_model/__init__.py sha256=9Axnqpe1RdmnLQMp56XgCvsguoAkmHn1jastmvdM5zo 111
cyto_dl/api/cyto_dl_model/cyto_dl_base_model.py sha256=ijQTn1blEoW3EsU6uHPe_D8j5bzfRRlvBhPDjWmvRTA 5156
cyto_dl/api/cyto_dl_model/segmentation_plugin_model.py sha256=9wpQqQ3ukVNO-gnj9t6k6aEAC2Wa_XUm9Yt_WXJXqrw 3766
cyto_dl/api/data.py sha256=QzgHswDKqegyI4XAKbdd-DpYQIRe7H0XjY_xwTAxCt4 1086
cyto_dl/api/model.py sha256=5uEmITsDeLLQj5PtpPYiaiRgS4T90OwgY6KiljlLAFM 4147
cyto_dl/callbacks/__init__.py sha256=zTpHkb0wvT05Uneh0sqBNIoU-dsTmIJwH9jUlwxX-q4 301
cyto_dl/callbacks/callback_utils.py sha256=O__x6QsjDC3b-cgLwcOZsSv1tK3GLlHXTaDqEb_tsHs 6605
cyto_dl/callbacks/csv_saver.py sha256=z1g8rKb4IxeJ3jz3GTSd3mo4iZgzzrLp51KKV2oZ44I 1449
cyto_dl/callbacks/image_saver.py sha256=XT-bHjlLFkqBLHt0oEX0qZTVx2UteVfp-IIxZ8B9TqM 2949
cyto_dl/callbacks/latent_walk.py sha256=vOKd_sqJqYAFzWOkBLyTNmFLBP5VZoaAsUqItpNEOwM 11849
cyto_dl/callbacks/layer_freeze.py sha256=I_sgkh2CbzBOqoVTBaYiWmAuCdj-eSVTEjb7qyNaGSI 1918
cyto_dl/callbacks/model_utils.py sha256=cP0fzxa6ODtGWpXlC-u_PTy7PiJ3s1sv5jxS8rFxp3Q 4613
cyto_dl/callbacks/outlier_detection.py sha256=Eiuowp1uaqaSF2U0pg1GFxOeyC_HJ2M-4CYCNHyHapY 6693
cyto_dl/compile.py sha256=vHGYoHVfWabN3ytVb7GsOpisemU_85ByqXxFgg6hNz4 3857
cyto_dl/dataframe/__init__.py sha256=7u4KQlg6gtMj9PWb_ayuk65NDi8TMZAfnMAu_3TJqNc 238
cyto_dl/dataframe/readers.py sha256=I_ocSbh6BRLT5_xeSX5uJ1jprzMX1dt3DGH1cpyIwcQ 8475
cyto_dl/dataframe/transforms/__init__.py sha256=JJ_O86N77WCHdFVKOOzTG8GDmy6zrs-ofei9UTCyRD4 251
cyto_dl/dataframe/transforms/filter.py sha256=yQ-OAshgLkj4TH55dxG7ijh19u2ie9tkiUUQJD-168o 4519
cyto_dl/dataframe/transforms/group_cols.py sha256=TjeP2UIU5q29X_8ANRtrYxiOXkkgsTZ5iYsVtHf0wQU 2931
cyto_dl/dataframe/transforms/misc.py sha256=SU0XGiztRLmT934SwJLu-FJvSJ0siKzrRMPQ6MyQlRU 2441
cyto_dl/dataframe/transforms/split.py sha256=v8kjcIbIUiepsaFX4Tp0_CmC0jShnEO3APBVywMpumA 3376
cyto_dl/datamodules/__init__.py sha256=kWLZyIBWhmM8iXUf2bRF0kVXV-nb3A3cHBgArI9jXg4 86
cyto_dl/datamodules/array.py sha256=yBKcITwLS21ObejwfdwNr1KzzAsm0irNHYRjruiAybA 1940
cyto_dl/datamodules/data_dict.py sha256=Xhm32fZ5xuVtMTL7bWkhthTAtRgNyTf4nxITJ2crfdE 1837
cyto_dl/datamodules/dataframe/__init__.py sha256=RL7dVExwASTYPgAVdWQV6gEO-RW93h_aH6K1aKCfUjc 123
cyto_dl/datamodules/dataframe/dataframe_datamodule.py sha256=dRoeocWPeqXEjsyP2bx-ybFt3whiBnMIHxrTLNg5UuQ 8079
cyto_dl/datamodules/dataframe/grouped_dataframe_datamodule.py sha256=3h_x36TfQx6xGrkwSKmIX7EQ0K882rGBqyG3FycFhVI 4852
cyto_dl/datamodules/dataframe/utils.py sha256=6tzlLzqit36UefysO4KXSEPIo0JpXtGp5oPVOnWRg3E 11941
cyto_dl/datamodules/folder.py sha256=lD7QjKcDCfvYY9CscyYY1deUFs3vpQ4QPmJs294Fwf0 2885
cyto_dl/datamodules/multidim_image.py sha256=ghUM9B20eGksNmINDNnElHxa3KIbty9fP7NPfXPDd6Y 10912
cyto_dl/datamodules/smartcache.py sha256=JvUeqeEM-Dn6yhYjl0EfifYvDjhVY6o4I_tlSKhHt8k 8171
cyto_dl/datamodules/torchvision.py sha256=ptqqfDA5GgJN-e68gI39hKcqFYNWNxKov5oblJlJNxQ 2296
cyto_dl/eval.py sha256=rJ2hrMTtC1GxD4nwJluSIlkv6OnWUpnqK3eghJsD0yk 3649
cyto_dl/image/__init__.py sha256=y93zrYwaTSnySewAs2e8qUQkxgeA8jubwZ0HcSmQ7dw 200
cyto_dl/image/io/__init__.py sha256=wtS5tr387LS-fJYa-54r8THuYxTTLWmPeEApg3JrQNg 213
cyto_dl/image/io/aicsimage_loader.py sha256=bnW8_SqcekSb8-OwKVpByyear69invBaWFoqx4Zx4tI 2828
cyto_dl/image/io/monai_bio_reader.py sha256=HCkXZU84ngR951Xiaqv5daN6YdOkiTyz0cy12b-t9IM 1851
cyto_dl/image/io/numpy_reader.py sha256=Ro_VomIuIfPB8GTJp76MIZHJDwLQzJx9yOzinHe2ABo 1707
cyto_dl/image/io/ome_zarr_reader.py sha256=Sf1b-9yrArL3iOo2ko6ItlZn3bfrG7LIp83IrNKIlyw 1885
cyto_dl/image/io/polygon_loader.py sha256=WnBeyDL1_ZqeT4QJeLptHgWS0rItsNxBYjeWB_RzBOo 2550
cyto_dl/image/io/skimage_reader.py sha256=Y8YNpfcGkbthIV9UGFrx9etAikRafNtn3-uaMMjBbcc 1493
cyto_dl/image/transforms/__init__.py sha256=BdtY99vHNlFRt2ennvs3gkQv85QzWzILEUPaI624zaM 624
cyto_dl/image/transforms/add_meta.py sha256=M8XQ427u7Eo-tSJkCnWmhvfW-Mc-VwQZJUYZkB_sXno 1211
cyto_dl/image/transforms/bright_sampler.py sha256=z7y9xNkM-XRDjMhlioAjgjdQIuhaYtwfG-2BbhzBsDc 1214
cyto_dl/image/transforms/clip.py sha256=Fn_e4PdgQ-rNg7UMYGmSWFWjrxaxw06pDeVYdPD8rpY 2462
cyto_dl/image/transforms/contrastadjust.py sha256=9uIs3L8L7NOfpSOPbuggWM0HGhurCqQCMCWufe6GsGQ 2247
cyto_dl/image/transforms/crop_to_seg.py sha256=sEfqNgR-j86bxJu9Uik5v7yuGhuhR6LjiBIq7Aefph4 4695
cyto_dl/image/transforms/generate_jepa_masks.py sha256=oQd9eranU9rUOiXeCcxgnn34fPzVNBCfkNMaQL2w-so 4769
cyto_dl/image/transforms/merge.py sha256=zGUQYua-Nz3JhqLZqGKBPQd7zDZvBROdGhWBAM-Luqk 2586
cyto_dl/image/transforms/multiscale_cropper.py sha256=vFE3fjd7Lgc5LLSqOhexzll38a31vMUup4LCJBYnO_A 6393
cyto_dl/image/transforms/pad.py sha256=uATP1JFb_6QmnrrqTtAZfM62RAi-gKfJ8AQVN5yo0EQ 2365
cyto_dl/image/transforms/project.py sha256=OET0Rrxv--k9vpx96w2dvu8l2TaUSxSuJ5Yya8eo5HU 1440
cyto_dl/image/transforms/rotation_mask_transform.py sha256=6sn8KHtfU-gbjUHFTRPxtS8hiiuaXJKk01mCf8cB3-0 3460
cyto_dl/image/transforms/save.py sha256=RaVFFxAiZUgMD8XOGT2xiv_d-XNuCNSXWOT4_O7OV4Q 1855
cyto_dl/image/transforms/so2_random_rotation.py sha256=j1QtytpTN93kfR7M6hp221xn5xq0Mh_sr8qXOCHnHMA 1418
cyto_dl/image/transforms/track_transforms.py sha256=8py0yY1AFtXqqvvNYcNt2-9vrIo5i9XIaTb55wxcKYc 4975
cyto_dl/loggers/__init__.py sha256=j1WeQ24PMcQr79Lb8Q2UEWuJq28CMtb0C0RiTZu83yY 33
cyto_dl/loggers/mlflow.py sha256=zwBdoJgAxeXyCSVAB74vNys0DY1jtOx-i_vlmb6GDjI 6221
cyto_dl/models/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cyto_dl/models/base_model.py sha256=jVLDuDjU-GqyxllnzzGY4B6_rLHnQ1CfU8QRgHtKObs 7272
cyto_dl/models/basic_model.py sha256=2lE3AiWRthHyDKzAF7I-kHTbB9Er7p-76pRsUu08fek 3303
cyto_dl/models/classification/__init__.py sha256=1DfrNQ1p2BQ-sHVKFCdfZsA1jttGQdIGZq_gJw9alWY 105
cyto_dl/models/classification/classification.py sha256=QToYJ22jKFLf0PtfpgHtzsNUMpDVYeRmMhLJt0eIDaE 4274
cyto_dl/models/classification/timepoint_classification.py sha256=tZkDV_BI5IWXjuLuXhUDii819sgHTwVQeiUevkzntnk 3047
cyto_dl/models/contrastive/__init__.py sha256=tUZjQY1XyrCl3-lWLwQoXVYWOqX2KEqkB6jn2O54Vrw 37
cyto_dl/models/contrastive/contrastive.py sha256=JBFK7ryFOmqXOmZBNDHJ4j59whsztBSmIWC5sS9m-CE 5023
cyto_dl/models/handlers/__init__.py sha256=4ABpYHDHdK9Upaju1z09TL-p_uDg2jAxG2nTyr89OiU 38
cyto_dl/models/handlers/base_handler.py sha256=ix-D4bc3CrhfOHtA-G7vwTJBXumIXzvo1b4T0dHznRM 2859
cyto_dl/models/handlers/image_handler.py sha256=JTjN3gSjl3w7c3RvkieZO35TAr0vBw5YP5t0wL-CYXM 1133
cyto_dl/models/handlers/load_image_patch.py sha256=xEEOxmBX1jlD18oXScm5H8vEhrDHhF25Abzo_W4cfdk 1139
cyto_dl/models/im2im/__init__.py sha256=Gz83pVBduJebH2TKC0bkSabfqd28EWfwvFN_VJ25SVU 60
cyto_dl/models/im2im/gan.py sha256=g-U3f5i91fgX9WvIRpBmSf_3B4TqPYvrH_S6KTao7XI 6649
cyto_dl/models/im2im/multi_task.py sha256=I67nuWWcbWgEUAhBacZ4I66NolQljXUtck5GpKvgqPA 10012
cyto_dl/models/im2im/utils/__init__.py sha256=MUpr1BjReOG1LtelE59Pm3dNlBRIUqq1-uCWGRKWEBo 324
cyto_dl/models/im2im/utils/instance_seg.py sha256=qqRdMx8OGN5R-_31UlphJIevBquooRrDzjn8YYsJcJ4 21545
cyto_dl/models/im2im/utils/noise_annealer.py sha256=-RIe0Hq97O4Hyt-9p526RUbvTqwDzmd5zJV4so6wI2w 1531
cyto_dl/models/im2im/utils/postprocessing/__init__.py sha256=KiYy8A_JRdNCTcQKArnGDZfOqcfcDX_PcrmraIWdl1A 125
cyto_dl/models/im2im/utils/postprocessing/act_thresh_label.py sha256=sOhUFNw80CFrrgLe5rCsLYA6vGLHDIVhxEc2WNjUc48 2410
cyto_dl/models/im2im/utils/postprocessing/auto_thresh.py sha256=IzZ6qSgoLUCULAtDFszOPWaFv18Yzq3fCvBzdBF3nd0 1102
cyto_dl/models/im2im/utils/postprocessing/dict_to_im.py sha256=y57gNseM2hoeu2m271vAjszvD6Wc5vD4ZT_q1QL-ld8 1287
cyto_dl/models/jepa/__init__.py sha256=cZ5ob8Wnlcrt-4FXOVX2KX62KQhR-4KySLwHizQjKpU 32
cyto_dl/models/jepa/ijepa.py sha256=0y1rIRrgSjdM-4hN0RwrbjmfMKk0SKEXdcVo8eR3WXI 1892
cyto_dl/models/jepa/iwm.py sha256=bvHhinTeBRyBRlEneTDGvk8q2VtpdYNCWR4-xBjiFTc 4667
cyto_dl/models/jepa/jepa_base.py sha256=KOuNNvgwLoPMMBmA2B0_Ta7eQlStlPpvf4ZHvct4Lvk 4279
cyto_dl/models/utils/__init__.py sha256=5F1T8Un4CdsO5t4ZF1czsb-VVRhVrXdjpMlFhVAUMw4 32
cyto_dl/models/utils/mlflow.py sha256=OEbKTFi-b8EHPkr8F3M5gDIYqsjjBhXee8Aa4MmQiI4 1264
cyto_dl/models/utils/utils.py sha256=p3XeryQeWt8jjCXIA-oo6pXBU3OPE33gYMO9hKmCtCU 268
cyto_dl/models/vae/__init__.py sha256=3QC5oosYJ9nmrodkfbr4UrejINBXzApmn0WmbeXtFfo 284
cyto_dl/models/vae/base_vae.py sha256=ajSmVke7zLz5OM7GaYf34nPagJYgawAIONytNXWgXkQ 10633
cyto_dl/models/vae/image_canon_vae.py sha256=vdvJ6Lbr1RLKJA4WiwdL4pbykxtciaa7H25O3R4TT8g 10651
cyto_dl/models/vae/image_encoder.py sha256=8REl3IrHhQaK_aGVZa_mHMNhFdwkAMd3of1jcRxvRi0 11228
cyto_dl/models/vae/image_vae.py sha256=FetRx1O0bCdNAWt8_pYpENM9ggVNttdTIwE_s9IOLEQ 8226
cyto_dl/models/vae/latent_loss_vae.py sha256=18v3yNSCmEH2smHlFNUedjOBE47IyXNSp1fEhiNZvI4 9890
cyto_dl/models/vae/o2_spharm_vae/__init__.py sha256=rvhvNIcZbOFNX7AbFlm7S45lH9q1ziATI4pxEnFLt8E 39
cyto_dl/models/vae/o2_spharm_vae/o2_spharm_encoder.py sha256=qzlF0s-aeX6IS3wwaAgYYmmfjbrMsA0YRUJAey79aGA 3653
cyto_dl/models/vae/o2_spharm_vae/o2_spharm_vae.py sha256=-6CgCzS6LNna4ClMHOvigBhdxVjCWQAtKszjLeUeLZQ 4323
cyto_dl/models/vae/point_cloud_vae.py sha256=GkejtOeg8RLdgk1KKUdSP0bVRTSWRFa48urHAAf9FGA 11244
cyto_dl/models/vae/priors/__init__.py sha256=_X01ic9APsGzCNuFqUQFtZE95LywfCOAYcnCnPOdAjc 144
cyto_dl/models/vae/priors/abstract_prior.py sha256=rnv5xusIVq1kdHpP966RcZpgur8yABAjY2SsF67e4Z0 574
cyto_dl/models/vae/priors/gaussian.py sha256=Zn1mAm11hi13jxavVOHT2gwmaAbn0SpfQouUnJf5jyQ 5531
cyto_dl/models/vae/priors/identity_prior.py sha256=l21CsJZhOzdIxu6jk-wpSZ0WThgr2thEEbY6H3pntj8 408
cyto_dl/models/vae/priors/joint_prior.py sha256=tLrnMif4RkfENsDQJj4mzbQvsCt-OWLATEt8hR5UQ4I 1609
cyto_dl/models/vae/tabular_vae.py sha256=cabkHGbL_D8XhEYWIMGr8UrEMgmRJqbL137p35HwhLI 1280
cyto_dl/nn/__init__.py sha256=jlT4f6W8G_NwvviAFpsEMi0XnBHNRIFUK04izlMm11g 305
cyto_dl/nn/discriminators/__init__.py sha256=cEOECbnDASsPIR95ZKfUKLfK4kePXWCgbnKtuNkJLR8 118
cyto_dl/nn/discriminators/multi_scale_discriminator.py sha256=I24KIor52hZZdGVxUiCSFOjqz0IhLvSlp4wnLheyLf4 1695
cyto_dl/nn/discriminators/n_layer_discriminator.py sha256=wpVhPO-AhJv0Shq99-ObLPq1z1flMuMeNQh7Qpzv2E4 3820
cyto_dl/nn/head/__init__.py sha256=kcntud2s7xg4Ver-33ZEiWrQYZuEZ9mQto-g9KLHi5U 183
cyto_dl/nn/head/base_head.py sha256=9p23MzBmWcYcNERUmbj8q5m0h-ZKFg6-CuZSW4epMVs 2942
cyto_dl/nn/head/gan_head.py sha256=PCD1b0QRMKB0wArer4bWzcIeatOjmlhnRvBZmSGvE5w 3339
cyto_dl/nn/head/gan_head_superres.py sha256=pUYRBB9_OFPST7QCMDE5nluX-2Jaxyes6cJpqlCTfPQ 2600
cyto_dl/nn/head/mae_head.py sha256=Qgg0VNV034RjEjvtLLJaAAoXarj0UxJ9bO-8l83jqec 1284
cyto_dl/nn/head/mask_head.py sha256=RCLEEiSEshW-8SEH3B47Q4f0xx1L74axhdQi5XU3TTI 2263
cyto_dl/nn/head/res_blocks_head.py sha256=KihJt5EFS_686AR-elObE8Qd3vB4guptcS-uzOMW0gI 4258
cyto_dl/nn/head/vic_reg.py sha256=WgUd3MitkCjmDHpDy43uJ3508lOxNGNWg6KN6GKp-xI 1095
cyto_dl/nn/hr_skip.py sha256=2otmBnO_4ELJYANqM2Rd-Ab9tTtJsf2atsVg1Y6IcKU 1042
cyto_dl/nn/losses/__init__.py sha256=8-Fb5byKzFihuZ-x-cr95lz6ZMCt5KjMp5yY67Gg2xY 624
cyto_dl/nn/losses/adversarial_loss.py sha256=c-nvL5n57eFYof3uLL09E6yb1w2dNmbZYiN96pxSfI8 1071
cyto_dl/nn/losses/chamfer_loss.py sha256=WeGOSTBMCo1HYPX6DyP905Z-mOpqpzYV9pdNlSKCBIs 1119
cyto_dl/nn/losses/continuous_bernoulli.py sha256=KbR5qOGezBz6AY-8bPXm6LD5mRqT4w9DocO7WUw9o1c 1046
cyto_dl/nn/losses/cosine_loss.py sha256=liuCGjYs-NK-q7kVs0z4511wqsEC2RgtHGCxwd5qGCI 671
cyto_dl/nn/losses/gan_loss.py sha256=G32i8R5UcpTIFZ0W9_TOQUbIMZUrIltVG5R_60YCDjY 4486
cyto_dl/nn/losses/gaussian_nll_loss.py sha256=fCd47loMwMuf5tPfSaHKUHa31TR8vaxxqD1Ihal9lgE 983
cyto_dl/nn/losses/geomloss.py sha256=2ZcbchlmyZBQPonButnUeSInkn10AHSjXH7FkJ76DAA 873
cyto_dl/nn/losses/loss_wrapper.py sha256=X6JaezjkR-AGOv-DXCTuLbJyJd2X8RQOR1y6Rmy02qc 2155
cyto_dl/nn/losses/spharm_loss.py sha256=jX83wm5oDcAicNXTZKfesE45FZr-Jt8TAobXH4nAsjo 1015
cyto_dl/nn/losses/threshold_loss.py sha256=OxCToA4TFp-2AwGk-Na_30pjkJhlwGgntmzgOrIBDLY 895
cyto_dl/nn/losses/vic_reg.py sha256=Q3fgQ5iUxlgZY0CJwiADBaj_usHTOthbH4mu_B4mdIA 1339
cyto_dl/nn/losses/weibull.py sha256=82PL3icXWSIqVGbRGg6aBi4vG4iYjs16pzBXAorMDE4 1105
cyto_dl/nn/losses/weighted_mse_loss.py sha256=9bWpqu1SPNlMLQza5qoC1LuE9h4ruk6AF3qOn68ve7E 675
cyto_dl/nn/mlp.py sha256=Duk9wARMVTDRls9G7d5A0SPdH5N4e2Rr9TpyT3urP0w 975
cyto_dl/nn/point_cloud/__init__.py sha256=I6NFYOnUxwPstwlZyBG3qLavc-2LFmKZVX1eD0cnG88 61
cyto_dl/nn/point_cloud/dgcnn.py sha256=w131vplqS7AtNPFZxh5Yp8CIYGIS9abl_--mgy0nr9U 13298
cyto_dl/nn/point_cloud/folding_net.py sha256=qTQoLRDyT2A5xTHM_93q23dNg4zwPrc1vZw-8tw5UxI 2698
cyto_dl/nn/point_cloud/graph_functions.py sha256=V-H5BYhpmPLVX-JUR4AaGSFqBnA6IeRXfaLSogl5ExI 4921
cyto_dl/nn/point_cloud/vnn.py sha256=_gM9mRt3LTTx_yDnaAUOyAfqaHS3flZnJPWqOtdK5qs 5754
cyto_dl/nn/res_unit.py sha256=PaVkqf89yMm30NHsfu0mghMhkgmdaeL5RxabHQBLHII 6848
cyto_dl/nn/spatial_transformer.py sha256=QTbk_x4VT1EiGSOqWugw-LOUsdG4Jxp3euf1ieCc5Bs 2539
cyto_dl/nn/track_sequence_predictor.py sha256=mmaDZzU6hLPhAY4GHs9MGOCp_Du1bOnrtyQNEm-13No 2571
cyto_dl/nn/vits/__init__.py sha256=8wD3oPQGRTB10dBFDJvU37I3sUzx-2F5YZtMOx7U-4c 203
cyto_dl/nn/vits/blocks/__init__.py sha256=6N4JmHJooLNRztULHWEbF_VDzeYgr0LdahTcyB5Ch-s 171
cyto_dl/nn/vits/blocks/cross_attention.py sha256=akChj-_kjzJ3zfh20dzWDsb0w9VsEtk8T96YE13wBXM 4483
cyto_dl/nn/vits/blocks/intermediate_weigher.py sha256=iZVcKZeX87WbLudjwDymYjSP9-Ra-IzAyzvRzcOsks4 848
cyto_dl/nn/vits/blocks/masked_unit_attention.py sha256=e89fxOJuI0WRxcDiw8GMvocjJ4bmxWLxaiN_tSRUp4k 8433
cyto_dl/nn/vits/blocks/patchify/__init__.py sha256=yNDvXyn23Ne6INSAr2CdCAok43Cxtm-1JTmUg9prsnE 73
cyto_dl/nn/vits/blocks/patchify/patchify.py sha256=x4_q4qlmD62VXdvhkgLCIFMSiwpfF0QhzIbcjybtZTI 1726
cyto_dl/nn/vits/blocks/patchify/patchify_base.py sha256=wiPayvA1PqksbvvurNNkKpbf3S8sCf6npbXYudPZ7ro 7109
cyto_dl/nn/vits/blocks/patchify/patchify_hiera.py sha256=hCBxwOAUtTj7Wt0ujnYVO9Q0nz2358Qrb8HNMlR5KSs 4493
cyto_dl/nn/vits/decoder.py sha256=P-gpcNiQFAhlG1BZ-EoVk33nmnjfo8GUhV6zkPyBVvk 10244
cyto_dl/nn/vits/encoder.py sha256=izai99suCD9TRXcAefqJCu9ZGi8RmP6VAUKoAm__UyE 16656
cyto_dl/nn/vits/mae.py sha256=0M7IMhu27IsKnGOcf0nA_m5r49304d7J8O86eTzbFd4 8926
cyto_dl/nn/vits/predictor.py sha256=FL-imOR8nqYe7-hh5KTHIy4bEfAuKMHZoHTXy6-CO2w 5763
cyto_dl/nn/vits/seg.py sha256=z4jV4gCc1W3Q2cf5iUU-Ab_Hp-rlRsyaL7MlC1tXRYo 10196
cyto_dl/nn/vits/utils.py sha256=Y8IS4tyV-8MYMlCoar6yJmd7Xh8Bn6s0IAEM92W4-kA 2162
cyto_dl/point_cloud/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
cyto_dl/point_cloud/io/__init__.py sha256=CJmuazjqWbBnfmHKOv0_OnkBfA_Djyq1DOrtpTUihgQ 40
cyto_dl/point_cloud/io/read_pcloud.py sha256=wHc2pVAofkonsgRpjTozqUta-acERo_72WJ2bab_-KA 4992
cyto_dl/train.py sha256=XykbfSxGL8cqNTj3Lg2YDviI1884m1o94pp5BVyn-qw 5795
cyto_dl/utils/__init__.py sha256=vaQHUK9tYnp_ARSswBomYWRMP9KonzE-8ycv7nJalSQ 437
cyto_dl/utils/array.py sha256=p4SfvRcTcNwUDdNEzRxu3C3MZoUibdKt9tillO8Pbtw 1470
cyto_dl/utils/checkpoint.py sha256=1dzo1EJm1r9dGdd1qYZUaJp-sF0dtODQPhznJVOwg_8 859
cyto_dl/utils/config.py sha256=8C-LTwQPHDeCkfZM2FdYCk2aq6qfnCe5xHC-Rrk6r5k 1791
cyto_dl/utils/download_test_data.py sha256=GPQZEp3NeaDV2B_lJCOzrELDX_aJ0b43b4QtGCNcK7w 2467
cyto_dl/utils/dummy_dataset.py sha256=HGHnwcuct60et_xBElE00LgvaCps4Rph3h-qS2VrnL4 2359
cyto_dl/utils/pylogger.py sha256=BJRRqDLzcYiPDrHZ6Nes7thNIeOcowZluIYo8ywreyA 671
cyto_dl/utils/rich_utils.py sha256=vDN0VyKW3UetnwSgfhvkPYDhma1KAgddEtpGHHLAYHM 3380
cyto_dl/utils/rotation.py sha256=mlrDCvcuVhipNKuk1FOgXI7yKR7d-s_5OJ1iwmUskJ4 3808
cyto_dl/utils/spharm/__init__.py sha256=HTOPE5aKK-AZxpgte9QlL8faKZZPb3lqW8y59SwulLE 237
cyto_dl/utils/spharm/reconstruction.py sha256=sIpFljSHAAmMv6s99CNFJ3JIIfQk_533QW7dK8V4D1A 6015
cyto_dl/utils/spharm/rotation.py sha256=J3hIhilKcmc12lpLrI9JS5bWIGNRAgGojf7HBOpg32Y 4360
cyto_dl/utils/template_utils.py sha256=nDN7z2GDbkcPQFIU5N9zRz-Nrg0hDmzG7mzNJR9yxM8 7284
tests/api/cyto_dl_model/bad_config.yaml sha256=FMrOt_UMp5Mgl5YHr5vMCw8WqX03QgBYJ_PtLi5HmOI 36
cyto_dl-0.4.5.dist-info/WHEEL sha256=B19PGBCYhWaz2p_UjAoRVh767nYQfk14Sn4TpIZ-nfU 87
cyto_dl-0.4.5.dist-info/METADATA sha256=WQrSpnhgDhbJMv2gSpan-K2iHbCQIhNv1AYI0I0iUow 10410
cyto_dl-0.4.5.dist-info/RECORD — —