Wheelodex » Projects » pycyclops

pycyclops

View on PyPI — Reverse Dependencies (1)

0.2.12 pycyclops-0.2.12-py3-none-any.whl

Wheel Details

Project: pycyclops
Version: 0.2.12
Filename: pycyclops-0.2.12-py3-none-any.whl
Download: [link]
Size: 410304
MD5: 9c7c68b84979b37c77246d23713bac28
SHA256: 09405fce6ff125d8864aa51c6b70d1b873a8955e287decbd5b6587b3570bcb8b
Uploaded: 2025-01-22 16:00:42 +0000

dist-info

METADATA · WHEEL · RECORD

METADATA

Metadata-Version: 2.3
Name: pycyclops
Version: 0.2.12
Summary: Framework for healthcare ML implementation
Author: Vector AI Engineering
Author-Email: cyclops[at]vectorinstitute.ai
Project-Url: Documentation, https://vectorinstitute.github.io/cyclops/
Project-Url: Repository, https://github.com/VectorInstitute/cyclops
License: Apache-2.0
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Python: >=3.9,<3.12
Requires-Dist: Jinja2 (<4.0.0,>=3.1.3)
Requires-Dist: alibi-detect[torch] (<0.13.0,>=0.12.0); extra == "alibi-detect" or extra == "all"
Requires-Dist: alibi[shap] (<0.10.0,>=0.9.4); extra == "alibi" or extra == "all"
Requires-Dist: array-api-compat (==1.6)
Requires-Dist: datasets (<3.0.0,>=2.15.0)
Requires-Dist: hydra-core (<2.0.0,>=1.2.0)
Requires-Dist: kaleido (==0.2.1)
Requires-Dist: llvmlite (<0.41.0,>=0.40.0); extra == "alibi" or extra == "alibi-detect" or extra == "all"
Requires-Dist: matplotlib (<4.0.0,>=3.8.3)
Requires-Dist: monai[itk] (<2.0.0,>=1.3.0); extra == "monai" or extra == "all"
Requires-Dist: numpy (<2.0.0,>=1.24.0)
Requires-Dist: pandas[performance] (<3.0,>=2.1)
Requires-Dist: pillow (<11.0.0,>=10.0.0)
Requires-Dist: plotly (<6.0.0,>=5.7.0)
Requires-Dist: psutil (<6.0.0,>=5.9.4)
Requires-Dist: pyarrow (<18.0.0,>=17.0.0)
Requires-Dist: pybtex (<0.25.0,>=0.24.0)
Requires-Dist: pydantic (<2.0.0,>=1.10.11)
Requires-Dist: scikit-learn (<2.0.0,>=1.3.0)
Requires-Dist: scipy (<2.0.0,>=1.11.0)
Requires-Dist: scour (<0.39.0,>=0.38.2)
Requires-Dist: spdx-tools (<0.9.0,>=0.8.1)
Requires-Dist: torch (<2.0.0,>=1.11.0); extra == "torch" or extra == "torchxrayvision" or extra == "monai" or extra == "alibi-detect" or extra == "all"
Requires-Dist: torchvision (<0.15.0,>=0.14.0); extra == "torchvision" or extra == "all"
Requires-Dist: torchxrayvision (<2.0.0,>=1.2.0); extra == "torchxrayvision" or extra == "all"
Requires-Dist: xgboost (<2.0.0,>=1.5.2); extra == "xgboost" or extra == "all"
Provides-Extra: alibi
Provides-Extra: alibi-detect
Provides-Extra: all
Provides-Extra: monai
Provides-Extra: torch
Provides-Extra: torchvision
Provides-Extra: torchxrayvision
Provides-Extra: xgboost
Description-Content-Type: text/markdown
[Description omitted; length: 6259 characters]

WHEEL

Wheel-Version: 1.0
Generator: poetry-core 2.0.1
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
cyclops/__init__.py sha256=dXYhm2izxyofq0S4Ghm_DpNFNBuO_zr3RdXJZUJatDE 409
cyclops/data/__init__.py sha256=nRCFDvax3aA1IgU27DMvPAfCzk2PpVrGS4H7PoEBwg4 192
cyclops/data/aggregate.py sha256=bdC1BLN279KQ6WXhWc-H5hiFevsNjPqzvPCO_fYBawk 25741
cyclops/data/clean.py sha256=3Ro4jdXvJR2lanUsvjCGAO9dIG_iWhlOGFsVbJmtMmU 4358
cyclops/data/constants.py sha256=YmXo78Wanqj1BVWSt3-HbxdouprVhBc6mwcRKhc_e9o 3469
cyclops/data/df/__init__.py sha256=1yf6xkViObxVJYSdTWTX-O60oO7wjOyZhIWR6eoKghw 39
cyclops/data/df/feature.py sha256=_sqCJFfIcjNFHnIRVN3pMKgF1lToDDgmuWfto3YUcpE 26086
cyclops/data/df/handle_types.py sha256=jv-pzrbBwsymAWEV0YdftRt249fmc6Iz9FosEOkSC2k 26167
cyclops/data/df/normalize.py sha256=HBshsZl66srObYC74TE6vHl-sGOwwr8HwQodN3RhbTY 17267
cyclops/data/df/split.py sha256=eUByTAOW38eFyQv0_FfThA3gjLqejyb5nnFHBE8Z1_Q 12116
cyclops/data/df/vectorized.py sha256=6GD6_YkFnCZ2rBgFhApzVYUGcpIoOpNERDSfjfHnqPE 30368
cyclops/data/diagnoses.py sha256=6E4D-wHA9MOqmAijjc4I3d7oLjGxzAW2JV8LFlcXxBM 3295
cyclops/data/features/__init__.py sha256=p9uBSFdY8S3SY5Jb0at7Fp4hRxZ_LkYH83czeIvUT4w 118
cyclops/data/features/medical_image.py sha256=EEAYDqrM6ezzi_7Vd2avnNwFAQLhuaLLyDfWZAk8Y7M 9717
cyclops/data/impute.py sha256=3ID96S616Y5irBslMZIGNSbKbKWSTyzWHLSrwJf0zyw 17072
cyclops/data/loader.py sha256=6UiaoZheUIB1xoqjajCz7mEZ9Psg1bmgEC7Etj7uw1g 3228
cyclops/data/packaged_loading_scripts/__init__.py sha256=ezU9yeth36Wf4SNJtKlzBmia0w0qTvrUH5-3DUxC9_0 638
cyclops/data/packaged_loading_scripts/medical_imagefolder/__init__.py sha256=zrypa-ZHuwUIQGWBFEEVVNQNB1yAGoZMpKQybml2Kzs 36
cyclops/data/packaged_loading_scripts/medical_imagefolder/medical_imagefolder.py sha256=IqnTevmmbWZi1lcaSkvfS8WHMVOpiRgzAbMqIgIi3RI 2110
cyclops/data/preprocess.py sha256=j2dwKcfW4yRET0vzqlrc_KkJVyh75xDhXzic4w0vY50 881
cyclops/data/slicer.py sha256=7bJQqi9mEwFki37iSI8k62ycxNKayoPXync82Eayv1s 35497
cyclops/data/string_ops.py sha256=w0wxTQd_lm4CO3B89yCzffZjerKLoYk2fHi6ngqswqI 6471
cyclops/data/transforms.py sha256=ItLGF1CQ0NGxYnjG8BUevdeCCQrtZm-qIzaiXc3BXmM 3027
cyclops/data/utils.py sha256=4WDvWeAxLfoXP_EUfjXXWkDXPlsiai-laSU5DFHlbEk 10934
cyclops/evaluate/__init__.py sha256=zhrU4XfXyOXitQrMY-RH8bYW-TEMaoXwaBEVsIMr_8c 185
cyclops/evaluate/evaluator.py sha256=WVHlK3JY6BQkjiRbRErqPx2hMP355PKj4eBlj_DrhGw 12869
cyclops/evaluate/fairness/__init__.py sha256=g8Ld2UIszheQc8d2t-aROG7M_6hzYWLzx124KPGkkTg 159
cyclops/evaluate/fairness/config.py sha256=Uidu5FmcgI6jT-vw2PxcnL2LP_QLyXaRd5GdieixNwo 1104
cyclops/evaluate/fairness/evaluator.py sha256=9oc6WpiBmQT0VrC8qT31XeVb1xcquKULEpR8S8oReU4 37216
cyclops/evaluate/metrics/__init__.py sha256=QHJgUZu6QS06OM1p9LZEw_QVU075qO14-TY8E2Nr5hs 3054
cyclops/evaluate/metrics/accuracy.py sha256=VqUGRwEF7X_Z4mhloYEZQnSinmOSb-8t5Lml0RyZfiA 13476
cyclops/evaluate/metrics/auroc.py sha256=vVWjKZEmVEx_O_rn5wFO8wc7m1gqHqz-Y2PBd3am1k4 13702
cyclops/evaluate/metrics/average_precision.py sha256=ey-u3ifVferg_62FA-4xes2Y3Qj3cNuOIKPJucdSI4I 4971
cyclops/evaluate/metrics/experimental/__init__.py sha256=4zeorsFb4eJG1VReRwGqfwUvO9am94e_ePgAq1IuVV8 3947
cyclops/evaluate/metrics/experimental/_stat_scores.py sha256=pAowQJWw90DDLpppI7V4hzuMHpiey-jHRPqsoIRPRWU 7774
cyclops/evaluate/metrics/experimental/accuracy.py sha256=6ysHhkrBHpk6oPIoWpv6QgjbhYYeuZtX91yf0C6U8Ss 7217
cyclops/evaluate/metrics/experimental/auroc.py sha256=cqlUH3pJ4w0ztkhe878H1GEOZAYxmJcNGnW3qoKEJT8 11290
cyclops/evaluate/metrics/experimental/average_precision.py sha256=mhS5ffrG1SZOA_Zvh8u8gPePZIkUm1C9_GHNL2ISQUg 11136
cyclops/evaluate/metrics/experimental/confusion_matrix.py sha256=OTN8xAT9Ah91bLtaWmT25qU5bVfZjlwxWQbkU6ZHWAU 12934
cyclops/evaluate/metrics/experimental/distributed_backends/__init__.py sha256=UULVoeCacUtqkhFBx9X7sGYupv6p3GrhDqpP-A7-sxY 1349
cyclops/evaluate/metrics/experimental/distributed_backends/base.py sha256=SA04MaxjdaFna92l_SwNvQLHssQ2zRqRMBND755nwF0 2066
cyclops/evaluate/metrics/experimental/distributed_backends/mpi4py.py sha256=U6WYXKXBLDHEzrgN5GQB4SFrUF6Fzkg-3JcMx1PNcVM 3491
cyclops/evaluate/metrics/experimental/distributed_backends/non_distributed.py sha256=bMOFhz7HUo_HmRxc0AZfu6iZJMZ01aT8U9mA7B4vNsc 1062
cyclops/evaluate/metrics/experimental/distributed_backends/torch_distributed.py sha256=HtSC64U_NOkZBeCXmagRjFXM6y6jMvor_zQwXuLV-4o 3916
cyclops/evaluate/metrics/experimental/f_score.py sha256=EdZCVRDmQg4MtyKj-cUe3YgYYNCRA2SwpZiUdwdXqkk 17182
cyclops/evaluate/metrics/experimental/functional/__init__.py sha256=bFCw3LiW-hhvynNMd_VGdZ0-qwvyjRPCR0NIBtsTeno 4088
cyclops/evaluate/metrics/experimental/functional/_stat_scores.py sha256=yHdTWsY36cBMqgbYgu296o2XG2HHIbUhSKv0Ob7b3DE 17136
cyclops/evaluate/metrics/experimental/functional/accuracy.py sha256=UywPPntyakNQsZUDTlDN6cYJW_E1rTKpmrItEyt2pLc 17396
cyclops/evaluate/metrics/experimental/functional/auroc.py sha256=8-KjUap8NX3bydDta8PFBdOsY5zbpSZ06cwFv7cUdd0 25070
cyclops/evaluate/metrics/experimental/functional/average_precision.py sha256=v0Pczintg0GMjJGtLlWl-4pDbHcMnu4xU9qqs4VaBgc 26707
cyclops/evaluate/metrics/experimental/functional/confusion_matrix.py sha256=rJdMQlmNmqf4pdKi23-j-VITa_gx1d5pDSS1-ffIRw4 27926
cyclops/evaluate/metrics/experimental/functional/f_score.py sha256=prBxgUbAIAUtzL-RSh28vG2OrQMA2t_lKGjZ96AZb0E 34008
cyclops/evaluate/metrics/experimental/functional/mae.py sha256=Dui-AH8ZMcyr5wS20jieEoGYkyCj29qDqMHv_NcXkx0 2631
cyclops/evaluate/metrics/experimental/functional/mape.py sha256=Aevwox9B84V7qTVUjkYw5whooUuKgaX-6Er5T5vzvuc 3551
cyclops/evaluate/metrics/experimental/functional/matthews_corr_coef.py sha256=F7iPqdPYpKWE6doyEdT2JwEIhT7bz_sabEF9rPdgQ84 12394
cyclops/evaluate/metrics/experimental/functional/mse.py sha256=c68_N0IHdB4E9CTPGL2w4QlAlKJzL5fNGoUIhN0JV0k 4101
cyclops/evaluate/metrics/experimental/functional/negative_predictive_value.py sha256=CfzFG52X7vsqU0gN7PAFt0v4wTlJ7gFQDK4oXmMDz8s 16833
cyclops/evaluate/metrics/experimental/functional/precision_recall.py sha256=5dc-aLYw5ZAJTccVqTbWa6zm4LgTdcXbDc-fWV1Gs5s 32246
cyclops/evaluate/metrics/experimental/functional/precision_recall_curve.py sha256=qPR5t3zho8VvyPv22poMKW9WFwjPzF7cAq5m1ursHaM 45990
cyclops/evaluate/metrics/experimental/functional/roc.py sha256=2ZNIwPSymcZpRebaSrE-_wI5CWRNRizcEY39LyRmG44 25481
cyclops/evaluate/metrics/experimental/functional/smape.py sha256=uYo0qXjjwgQIUrFAaAHDVKDAWT6W3MfqsGtq6btq3Wc 3612
cyclops/evaluate/metrics/experimental/functional/specificity.py sha256=KcnvHeY66fg-L4CqyPOyXb5Z_HVW0NYAvMmaVKax2k0 16929
cyclops/evaluate/metrics/experimental/functional/wmape.py sha256=DqG4P99cSzPHTZZznPDKcJksp1y0439n8spLA9846iU 3253
cyclops/evaluate/metrics/experimental/mae.py sha256=maRVoSGFMhHXVi-ebhnI7JKURbFXJ4A7pgIeVSdzH9c 1858
cyclops/evaluate/metrics/experimental/mape.py sha256=30bsDl2xolo-aGeJXqf_JBtLL5SyOqi7g8kufL71Soc 2498
cyclops/evaluate/metrics/experimental/matthews_corr_coef.py sha256=DX9A7n_-7UDL31FJLAVHmAgQQqD1ZuSfpqAkgEBGjS0 6089
cyclops/evaluate/metrics/experimental/metric.py sha256=nF83xrKWE6ZsPpt2Cdj8XuVSdKSz2eQhTcgfUWCGdHc 26651
cyclops/evaluate/metrics/experimental/metric_dict.py sha256=I-apvQOF1mNUCNc7IbszyuJtARDH8bOydWyszUOJczA 22025
cyclops/evaluate/metrics/experimental/mse.py sha256=hpQcD9EupAHzNZH1sjHUtVUJmAasfUe0EMqpQt5l1bc 3290
cyclops/evaluate/metrics/experimental/negative_predictive_value.py sha256=O4ozWpthsrMwEEE0n-QpdprWh3naG28VcHO9dfTYvGE 7802
cyclops/evaluate/metrics/experimental/precision_recall.py sha256=v-M3htxZJlxjH7CN-wT4JUV5BUM9E8N8pZ0PwSjZ47A 33336
cyclops/evaluate/metrics/experimental/precision_recall_curve.py sha256=O_V7uuTD8PDjRVKeTIm9uFKkpjoicT-syuC_v-RgxG8 19586
cyclops/evaluate/metrics/experimental/roc.py sha256=FxFo_4IQO6ic7Sc4yBCDQKIeD0CDeDsToT6iaaZfDgk 9557
cyclops/evaluate/metrics/experimental/smape.py sha256=onlFbB4Y9O3Ukzd1onxYDaKDeALRobaDwcrzp5vpjpI 2597
cyclops/evaluate/metrics/experimental/specificity.py sha256=OCxM7N3lpP1idzfZ1-LhZsHY_Kdn2qP2HzrSXnQn7T8 13798
cyclops/evaluate/metrics/experimental/utils/__init__.py sha256=L2wNv_GtSK6S5PTA47lswztL5XIvKQbtlWeerZiPcRI 546
cyclops/evaluate/metrics/experimental/utils/ops.py sha256=3atHwwcS3lR37d4k1Alm3foz05u20eTY5UupT90bOsU 36009
cyclops/evaluate/metrics/experimental/utils/types.py sha256=H_egPyrBWHR8faQCDGuPvL0znkDG_WPsNfWgIrgPM_I 9071
cyclops/evaluate/metrics/experimental/utils/validation.py sha256=U9Rs7LBdNJONO9wqK7b2z5Xem0hRdPdUvTVsqCNN8a4 4589
cyclops/evaluate/metrics/experimental/wmape.py sha256=T1GNgOas-Mg-VSawancCnmDd5Y9nhh56S2CgIrEsVig 2727
cyclops/evaluate/metrics/f_beta.py sha256=Z6eEI4uHLSvcu-hDGq4j-4TL7J4ohZuPZKBrwoJGkHw 26187
cyclops/evaluate/metrics/factory.py sha256=QfsS0dVBl7qvS2btW1yZP7RJGj3dtVtsz-JXNi_2W6s 1815
cyclops/evaluate/metrics/functional/__init__.py sha256=jCCdCi6IqLuui07Xw3pHDYP_8XHM4P15NLsKfhFd3gc 3152
cyclops/evaluate/metrics/functional/accuracy.py sha256=AIbg1fQxnSzUa3T7o8n3qqyiatl9Odc0KqgLE7alCU0 16824
cyclops/evaluate/metrics/functional/auroc.py sha256=HrnvH9hfmveRjMWcZByVFrQSybKmFQod3PRnAVK90f0 22142
cyclops/evaluate/metrics/functional/average_precision.py sha256=MDbFFhUIpb7c9XWbWM5fEuFjq6aeWtsVfFe3bjiqqSg 5556
cyclops/evaluate/metrics/functional/f_beta.py sha256=3NdqA2LtqZ9xm7hFhW7_BdbdgebXUf9F8VL4ieyMpFM 26687
cyclops/evaluate/metrics/functional/precision_recall.py sha256=Pur0Xvpe3TaBRPO4hs7upyGh9n0Cp0gU7Y2W5JfaIY8 27455
cyclops/evaluate/metrics/functional/precision_recall_curve.py sha256=rnYCObpRQnldt1y-5PXkFA2QkDQ7JHHphj1exs_q3us 37364
cyclops/evaluate/metrics/functional/roc.py sha256=-kEAG0TIWm3aYysh7W55Lax6FhPLodYELN07VX4OMkk 21633
cyclops/evaluate/metrics/functional/sensitivity.py sha256=TkStSIZlgP2G_vBx82VMbupBHkt5NggG5B_lqFH7Hps 11342
cyclops/evaluate/metrics/functional/specificity.py sha256=E9_3puLXVLqnmMTzfFnuKtnDrhKKFp1RN4KxQUFd1mA 16029
cyclops/evaluate/metrics/functional/stat_scores.py sha256=m8Svl8k4pP7iP_WAZRfl451Tg3pi1a8GEXUzmHs4Tgw 26593
cyclops/evaluate/metrics/metric.py sha256=thtQOD0D5z3WNfDvvAKci58y4rfZTVWks5GMa4zNHzY 32052
cyclops/evaluate/metrics/precision_recall.py sha256=ca62tc74_lwK40xut9igtuh4XtYRF4U6U3tyHqsIexo 26995
cyclops/evaluate/metrics/precision_recall_curve.py sha256=-9fJHOoE9Pycw_4UUrDeqGpLcc8U-N9UY_l1SGw-_vA 23073
cyclops/evaluate/metrics/roc.py sha256=v5LCow13NQ1bMj6xiXY0i6dkjNRna4EN_5gAsEJpEg4 13622
cyclops/evaluate/metrics/sensitivity.py sha256=oUHEsI81du6wJe9F7rZ5aTd1xoymS-39zSut9Xp8Zbs 12350
cyclops/evaluate/metrics/specificity.py sha256=aPvcutg_LBCs9LDEVnxajnDImSc6n6hdEiujAbeZu1A 14376
cyclops/evaluate/metrics/stat_scores.py sha256=rKwXhmu2rw5_x8KERCFjU2X7ButPNtqQXJji0dnvnBs 16991
cyclops/evaluate/metrics/utils.py sha256=8LWKv6hH-o4051ZwW9mXLjaS779J2Y4dRRRM5Vegstg 10157
cyclops/evaluate/utils.py sha256=KYSkv22rzE5ayjcPTAmSmdEnkF_Gi21frz1O72rqqZI 5802
cyclops/models/__init__.py sha256=gd1M8OZcXT_uRbyztPgy-0iXNl6G0TO0PDIDrcF6MlI 1658
cyclops/models/catalog.py sha256=eiLX1ViVDBBAOfNeF1HZxFrxOqsMCeAyPX_yVwYMmKI 7646
cyclops/models/configs/densenet.yaml sha256=yvI8ON2SE7RUyRTzZvws0xw-eph-JWSx3geRVhGcF5c 727
cyclops/models/configs/gru.yaml sha256=qTW63Wn9vhEsLNhn8LSmTkNUN89uFBphcGIF1FN0ed0 647
cyclops/models/configs/logistic_regression.yaml sha256=llK5cqxCyg-coQWJlc0HOFD5H62NgoJSSL2XetYdO5I 34
cyclops/models/configs/lstm.yaml sha256=qTW63Wn9vhEsLNhn8LSmTkNUN89uFBphcGIF1FN0ed0 647
cyclops/models/configs/mlp_classifier.yaml sha256=PjrExXiGVC_3dIPTm7SzWWcHjdAg25VBV1ttqrCiBiA 117
cyclops/models/configs/mlp_pt.yaml sha256=kOp55RsDWSz7PSfnR8ETJVZVjycqLufKqXu9XTwJph4 577
cyclops/models/configs/resnet.yaml sha256=KrG6L0sktnmWuE-edwUaUk_P7Fpo19TRsTxol9jdUD8 512
cyclops/models/configs/rf_classifier.yaml sha256=AV-hHXjV4CLj4LInZxc4sM57hivC4ugV1RsXB-ypDB8 53
cyclops/models/configs/rnn.yaml sha256=w3TJi-Ul3bBaGUlRdiHtKm4JSgbegVFO4vQyIzNI_QQ 590
cyclops/models/configs/sgd_classifier.yaml sha256=_vtgL_VoV0G2WQBkWjunkGZMM8TBCaknMBCEUOxajxI 91
cyclops/models/configs/xgb_classifier.yaml sha256=dVtMWBLsRgp5v22150F9cyUOXdSauKXc7AqZjKtitAM 180
cyclops/models/data.py sha256=QR-F65BvpB5GCe429bqULQdTaB623CNdtqAneenUqQY 1791
cyclops/models/neural_nets/__init__.py sha256=WIJanY8ZRvDWmOhoaGN1_6Tpe81EfyrGN5TsjnMqho8 266
cyclops/models/neural_nets/gru.py sha256=Z23jXjDszkWxCk3N4tmHBwP-EEQkCMV5w9Xu-cCjm94 2226
cyclops/models/neural_nets/lstm.py sha256=L-zeryuOl2Wry0LUMSubmLZRfxHTj69BQwgN4T03rNc 2436
cyclops/models/neural_nets/mlp.py sha256=FoxYUdcunEUVV9YetVCPvxmU2O9_Yxm9RSjXK0EbkI8 3013
cyclops/models/neural_nets/rnn.py sha256=agHUAHNnN8zUe1CPDnxdJOaZroHnGcZ7sdVuGx4zFto 2214
cyclops/models/plotter.py sha256=qV4FsDLXAxKlnxmBAB94G-OOgmUfcrg5bQvs16LHiEY 2588
cyclops/models/torch_utils.py sha256=j_gDCCH0Kr3QvjpeauJYNLaWitRp8PoPl6LGvn1RHOg 7238
cyclops/models/utils.py sha256=kLsbce6zo0z1mVMtQwQM06hzuxMQDXlXL3DVDw8MBfw 4371
cyclops/models/wrappers/__init__.py sha256=1HEoqukrTa9fK9Zw8Foi-T7eCybnUcGn7wBlZd_O3l4 372
cyclops/models/wrappers/base.py sha256=tC8wR4IlbHiEQl-n8Kg9sOUAOJQcPAWqU811amxiea0 10026
cyclops/models/wrappers/pt_model.py sha256=ZxK5z_ZPYM3MFDW4OufBcjIkMk2kMZZN3IFhUc-qcSA 49486
cyclops/models/wrappers/sk_model.py sha256=RguKw_DK-XgHHCnNhkYVTv7QOCbkFx_nCTXzHFSY8-o 39979
cyclops/models/wrappers/utils.py sha256=upsU4OoDXaK6APIzvHHzkREMOzTU7MvZ5fgK_k62LaE 9899
cyclops/monitor/__init__.py sha256=liF1tIC2RgX_bZPcGPEOKKqNoB4UdDVsJpr-1rfMXmc 468
cyclops/monitor/clinical_applicator.py sha256=3_spgJlZHwaFlwSVzIPOdYRAVzIJ8qx4SCrhGLjd-IE 16172
cyclops/monitor/detector.py sha256=MUIiJxpF4yxOj_apNhMtcNQnm8v2yY66QkZSU6jarrI 13248
cyclops/monitor/explainer.py sha256=61eGdoJuxPyNirIyIB_LJ9ES8X5nrKyrrvzFIBYhMME 2554
cyclops/monitor/plotter.py sha256=wRALCYgi57Y_hszYoTL6CuFnaFy7c_RLblYWWhU6UU4 13859
cyclops/monitor/reductor.py sha256=pLCtI1Aj-tjaJVzBAoYlVQ1nNfAKYhJNdjARBy1Y3SA 9566
cyclops/monitor/synthetic_applicator.py sha256=cTYofwVJy9GMpy2J_cryYUTWqoo0NZ7EjUigzYnx_0M 9118
cyclops/monitor/tester.py sha256=iitvO032VDw8awqTD8Lvxkoj6G-HMwmP-17O2aE4Lz8 42135
cyclops/monitor/utils.py sha256=uMhrxBJeMd6zJwGhG2nx30I2R7Y4nfoyPuyNBTvggOM 18570
cyclops/report/__init__.py sha256=H-__8sNr3uNq-zikfVzD-ZUPnuljqYUlktoNlY1Dj-g 81
cyclops/report/model_card/__init__.py sha256=VzlGe8-w9sK7Gkg7DlTbHJ7zhlX0uwBZ8bNHTLyJsgk 100
cyclops/report/model_card/base.py sha256=wxVLib9l5Zzqmoinr-DX-_2Q8Jb8Yq_LB4BxYgnPwMM 6033
cyclops/report/model_card/fields.py sha256=726eyjE0YKTaPHmVCeDILzIRooUzDTSbcbHgQpqO7s8 19142
cyclops/report/model_card/model_card.py sha256=9ZaIFq7iOUBMZ8fMc56Erh3RZgZSQcF_JPS9paxif1s 3054
cyclops/report/model_card/sections.py sha256=Q_RHG7k5Uvbl63np8PxUInsBSuOas5LS6uZATd2hctc 6331
cyclops/report/plot/__init__.py sha256=-_R7uyHWMafKFenhwaWPBRRbD9yWvTsF0YKVBThUNjY 37
cyclops/report/plot/base.py sha256=KV2YgPq2jgK0AUHTNyZ4yf5EMczoKWiVzvBreGCY46Y 3275
cyclops/report/plot/classification.py sha256=JyGcRTHulskV4FsX2wYfTNlhAQXfrEdyqKxCF_JpNXM 47591
cyclops/report/plot/utils.py sha256=PeBjh320AxEITmgs2gYeU2pIaUpXtqiKZELmY1xqiV0 5463
cyclops/report/report.py sha256=8AREAdVDKxCT_pQUvV13WCTQ-10TtvWcNju0OQhDDl4 41187
cyclops/report/templates/model_report/button.js sha256=I3T3Z6yGjZ-x_t2C_i9FGhKnjJLp4ZUn7lqlgw1LooI 1828
cyclops/report/templates/model_report/macros.jinja sha256=D_55unStuMJL1XcjzSRC4aa3JPiIfLtPMwkt90omn4c 16631
cyclops/report/templates/model_report/model_report.jinja sha256=iyoSpewlNqcyfmoIWANWdV7o4pk7FYBFkn7sFb15dUE 15589
cyclops/report/templates/model_report/plot.js sha256=CiHNh-DxQBy7jgeS_hZXAB2-l8JhIzQLHkZMy3ehcCY 48932
cyclops/report/utils.py sha256=1gOFptF6Xa1Dxxzn0sxTfLSXeRSmOalsLXgOfbZpqjw 34604
cyclops/tasks/__init__.py sha256=o2mXqKOZPW685WeeUClWZ548aNClnnBmiATE5ny0zZk 143
cyclops/tasks/base.py sha256=IIrURExRIbZwqNRXBmlGv0kwHWyT1pZMfVKJ4l5lAO0 7447
cyclops/tasks/classification.py sha256=kukDVoBgtY032AecxiUmQqCA9fc449NcntBMZYn3zFA 22644
cyclops/tasks/utils.py sha256=wfRGJS-eUG7KHmMBP7XsiFALrz3oGcOwZ4oxe1Oo1n4 4275
cyclops/utils/__init__.py sha256=vJ5TiTDKz_F8yzmpdyLsL5pOK9PiDvehLMn5ZJGNq3g 23
cyclops/utils/common.py sha256=05tCDzhR0g9AxqHgTL8XjbGeIW-Tm8mVQBVqCGA0FQY 4966
cyclops/utils/file.py sha256=xh--d84ppN7hk5DCDa81N4cPoSKM5utzp2L9_ExMlk4 10240
cyclops/utils/index.py sha256=zaz1qaUFMHeqXhDOxGoEFy81kBsz8BNyvKMF4-BLj4Y 2423
cyclops/utils/log.py sha256=IfLX-dly1ZRqCfD7bVtj5GG3hiXn5-oL-5Lc0Vj9wDY 3611
cyclops/utils/optional.py sha256=jcRMF5mFb8Qg09U083xIr58dRNN_DFPy49jSv5km6IE 2278
cyclops/utils/plot.py sha256=U9GW6CcjOg98qHQi1i2fxmZCt0Z-iSGNzsY3h0mAm3M 5571
cyclops/utils/profile.py sha256=fJwh9WadWL5KhdubwAd9MS0dcQBpeOubzmtPp7GyDcs 888
pycyclops-0.2.12.dist-info/LICENSE.md sha256=_c3GUxFcJPCBjfQGsz2E_oSnhYv3Lc3YoHpmYAAHCEg 12270
pycyclops-0.2.12.dist-info/METADATA sha256=wVUcnh21WdH2eMwZ0cgxAylJ3l4F4B4Rv_O_AOtjgpY 8675
pycyclops-0.2.12.dist-info/WHEEL sha256=IYZQI976HJqqOpQU6PHkJ8fb3tMNBFjg-Cn-pwAbaFM 88
pycyclops-0.2.12.dist-info/RECORD — —