Wheelodex » Projects » ml-workflow » ml_workflow-0.8.4-py3-none-any.whl

ml-workflow

View on PyPI — Reverse Dependencies (0)

0.8.4 ml_workflow-0.8.4-py3-none-any.whl

Wheel Details

Project: ml-workflow
Version: 0.8.4
Filename: ml_workflow-0.8.4-py3-none-any.whl
Download: [link]
Size: 55745
MD5: d276cd242b0a456400e4456b19586b50
SHA256: e57129757a08a821770274ec96a484591c4134795494e42d6d8f3818b4197505
Uploaded: 2020-11-13 07:15:31 +0000

dist-info

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

METADATA

Metadata-Version: 2.1
Name: ml-workflow
Version: 0.8.4
Summary: Pytorch project template and required tools
Author: "Aiwizo"
Author-Email: richard[at]aiwizo.com
Project-Url: Source Code, https://github.com/aiwizo/ml-workflow/
License: Apache-2
Keywords: pytorch,ignite,workflow,utilities
Classifier: Development Status :: 3 - Alpha
Classifier: Environment :: Other Environment
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.7
Requires-Dist: numpy (>=1.18.1)
Requires-Dist: opencv-python (>=4.1.2.30)
Requires-Dist: pandas (>=0.25.3)
Requires-Dist: pytorch-ignite (<0.5,>=0.4.0)
Requires-Dist: scikit-learn (>=0.20.4)
Requires-Dist: tensorboard (>=2.1.0)
Requires-Dist: torch (>=1.2.0)
Requires-Dist: tqdm (>=4.41.1)
Requires-Dist: cookiecutter (==1.7.2)
Requires-Dist: imgaug (>=0.4.0)
Requires-Dist: pytorch-datastream (>=0.3.0)
Description-Content-Type: text/x-rst; charset=UTF-8
[Description omitted; length: 2167 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.35.1)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
ml_workflow-0.8.4.data/data/workflow/template/cookiecutter.json sha256=TIRHBevKn7wVOcpRbEE-fUl9mny9AyO_NYDvPL0AtNs 224
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/.gitignore sha256=Qj4JtstaMWRgmDdS4f5_YdZBbzaXlc_90w-L_wshP2M 129
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/README.rst sha256=UJxARURXelzLD7T7yaXlbtiB1XsaYO522qh3044t6Oo 488
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/dev_requirements.txt sha256=Ojnhzp-mj7Y2xUIzRJdr7njCQZu5jXYgBumZWAwNUtw 30
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/guild.yml sha256=RgX2Lwu6bWNb1qpF27vXU42NipiqAjrOdS-G8AgSTZw 1315
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/pytest.ini sha256=W5waNFqq6bZnLNpIQyEwd3pM5S_VXprd6Nzprer6Mcg 123
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/requirements.txt sha256=rTHk5bOrGLVDPZ-BC8eh6deLx8V7yu_HteC9diSgCro 99
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/setup.cfg sha256=rN6rl2ndIfhYMqKgWRxGmeHe756zbq9VHzdx70OtLJk 833
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/setup.py sha256=8PkD4kOcE_bV8X9agyljp-7zO-tZCX2vIxxw71X6DHA 126
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/.github/workflows/publish.yml sha256=hYPrbptETowgdO2-XI0cv4pRo3A5imFBwj7S1hmTpAw 697
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/.github/workflows/test.yml sha256=kzQQxq3XQs-dwG7oKcB4rS0jcwNM9TTYmcXbhe5Ptcg 1480
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/operations/evaluate.py sha256=uNAdWpax27IcfcYRYVvBlSI89LesIn4-PF-KD43cajM 2831
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/operations/prepare.py sha256=E_Q48t2f3RO2zLnXLx41OOuMw4YP5E44U8dxxSrAgAg 1977
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/operations/search_lr.py sha256=Wh9I87ADAchB1wXwVv_87AR4IsUR49iYbkV1Vehh1i8 1489
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/operations/train.py sha256=RiEbkp1ZvfXJvq-O2PQOtdWU8d4XOWGr-XhH2fvutCE 1392
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/__init__.py sha256=oUSktps8o-hSZi-oq2-x7xXbsyxGfH_YwEvFQVFx2N4 469
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/log_examples.py sha256=uPwWS1XwXs0J8Zjag_wtyrmbV6jAR1TVQZfjX3HZn6k 822
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/metrics.py sha256=rmAzx64BXaw_cc0NPu5Oru2tNDDMDCSklzNQykJIDNc 840
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/train.py sha256=43ENl9pT5JVTRr2rOjxuQtjWOHwNmq6Try1XbFWVANQ 4579
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/architecture/__init__.py sha256=Gkbhnq_3dY3dPhDcZC3QGHYmkkygpcJbh58gKBxr1c4 262
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/architecture/feature.py sha256=UankaC38DqclRxFwsiVh-L55Q03hXyGAX6zKeuiJ-tU 1150
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/architecture/model.py sha256=P-myfaJiMQrcFuwpBAGUMrpWvc_zejbzp6JR_7exPWo 1053
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/architecture/prediction.py sha256=CaYzWNcwpZPwKg9HY8JGeVilzyRr84q4Yj_YzGqwJvM 2867
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/datastream/__init__.py sha256=-UXJxY6J3B288kEjLj1sR-6RnYpBw_qIO2uyJeB1PhE 276
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/datastream/augmenter.py sha256=FMLyjdWaun4GdDTrJ2L3vWz3T1xqacavhuTN-e3s7R8 726
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/datastream/evaluate_datastreams.py sha256=rAuarHYQvsi_imookPmAPKFeiO0z9htSWYZKLYMZhnw 785
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/datastream/gradient_datastream.py sha256=OB6PWxhcBcMEwJ41DCYJO_y6EcFgpQoBLGcxKpkdrZ8 605
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/problem/__init__.py sha256=_pb-Ux7IxeSXVwHVoYVmSOapm8nSvvUXTmoXP-7IgRA 160
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/problem/evaluate_datasets.py sha256=8wQZNwONyJSher5Oj5gamEeK2dLZujV2qtqFVxCpc90 863
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/problem/example.py sha256=kcWVKB0f7MCTQPlxkv_F_PM04seX4ib1Ou5l6sx5SI8 950
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/problem/settings.py sha256=8gLnk9wsvZjk9N0-YY4WYcLyEiYE0FZw8yShK1tEPXo 224
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/splits/.gitignore sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/tools/__init__.py sha256=4PZZX8MxaxPC5a7zfP5f2HJcgi-1MKGzM9CTypiLtCk 60
ml_workflow-0.8.4.data/data/workflow/template/{{cookiecutter.repository_name}}/{{cookiecutter.package_name}}/tools/text_.py sha256=qe5Kej0rznSEaDJSqhygXlRdqrBNJ8n7Jtz7ExJdeKE 353
workflow/__init__.py sha256=AVQcEuRHFEiev-NHhlhCF0TNEhpZK2Ir3Ok5CuMvwM0 351
workflow/figure_to_numpy.py sha256=wKIR5orK0AMPAJf1FqGlUjco33rp-ypDiHcKjktql60 318
workflow/json.py sha256=TIYZntrLCJafhYN8ep9inzsp6D-Yqsd4tKTm-fwI9CM 215
workflow/numpy_seed.py sha256=OkeB_gUPVV1dcoJfqRYf01egYH2lqJWmJFF_RNlkv20 998
workflow/setup_project.py sha256=WQ3vNovDr-K9uC0pBVEAUBpMfriIFnfotudd4gtAiRk 1026
workflow/functional/__init__.py sha256=eTqBv-ReIalX39F4EQJX05XlHUN7giCNyJpfwJ4W9YI 185
workflow/functional/interleaved.py sha256=GVkEFaC3UehvJDDxQl-VvENjfPwG2uzGAsSt_837Akk 620
workflow/functional/repeat_map_chain.py sha256=vT_AWAxN8bJvqDjayjk_4xXfE765yeeNeqHniGWGRFs 338
workflow/functional/star.py sha256=S14G5G972nlE6TMS-fpyA8oVh6_QO95YKMpxFs5FEq0 102
workflow/functional/starcompose.py sha256=KcC0RuNK-Fd0_9PSZnC6m0Parf6Ikz__0vxDL-UfHZA 1270
workflow/functional/structure_map.py sha256=y_zaJqOgLzz2ZyQm1nu3aH_FICjZsYjhFJZxhHLV_xc 330
workflow/ignite/__init__.py sha256=5fC7j3RaedsYaA0MW_jtYyuho6YGDJM5FIc7lh8fk5Y 221
workflow/ignite/evaluator.py sha256=laUnYtBEK7zgurUn7geyyF7_o6vQ2rQMAfCcJnSsKyA 775
workflow/ignite/trainer.py sha256=ZEI3ievDfEr_e57cFkZ5J0njFHwVL0JZNnCNuFsTpbU 3964
workflow/ignite/worker_init.py sha256=Kme1RhYAllvam4fMG0DEWEdTlaglPG-EsoI0N_Qkgug 186
workflow/ignite/decorators/__init__.py sha256=ZE0s37z8FoBtPzo1vzADmDAtyAMAw6Sf1PXGxDxTBMI 159
workflow/ignite/decorators/evaluate.py sha256=0LMx7ZRAPnsu7LK4UiAwrlISJyrAI-Ek_kQdmR64b3s 778
workflow/ignite/decorators/step.py sha256=k-MxZoio9JrxjuaDKGM5HqLvc1DAr6loYzN1HolwN8U 674
workflow/ignite/decorators/to_device.py sha256=Pgyq6LtN9XG2mf9mzPOex8QOC8mddXeUeh_GK_av6m4 371
workflow/ignite/decorators/train.py sha256=BIYes83YH04HdQSj1bHNK12C-RCOu0mAj9QbM3or020 838
workflow/ignite/decorators/update_cpu_model.py sha256=ugOFCtZjBDfs9ZAYjt0wGoIuwRf1IlMURERGf8T2s6g 398
workflow/ignite/handlers/__init__.py sha256=_yKqK0X0cBkX290BW0W0OiT_Q3XOGs9R2UIV6Jb4ssA 511
workflow/ignite/handlers/best_model_trigger.py sha256=y6r_APKyT707tCJzNIQM2LIiyaQqpdB4F0DorKn2Dg0 1358
workflow/ignite/handlers/early_stopping.py sha256=haykEozy6iP6JkjjvsECg55ql1NhmyTSXzU91Z9-t6g 942
workflow/ignite/handlers/epoch_logger.py sha256=B--wIddtZDtzg7KM7F55PJ9pkR-fDH8mFmnXVHprunI 412
workflow/ignite/handlers/metrics_logger.py sha256=RtoK2DlGc5OtIaCvSqJ9PcqHE87u2yUCy91BYuUhi9A 1495
workflow/ignite/handlers/model_checkpoint.py sha256=MnMJ_h3SU2sOdlmPp4hiy492FqUqBQZ7N0U4QpUkCm0 1678
workflow/ignite/handlers/model_score.py sha256=DKMpWCp4rKbcc45Be8reX8B-NBhgMPWOypSV9yhmuLw 2533
workflow/ignite/handlers/progress_bar.py sha256=m_MLYrYW7wN9HCj9JJKA18SNGvhEzmK8NkJdiOq1zLM 458
workflow/ignite/handlers/learning_rate/__init__.py sha256=WyjkiEJwKSKRmmepeBe-zZmEX18-d8kGnRQzbnWLAUI 179
workflow/ignite/handlers/learning_rate/cyclical.py sha256=KGoQSGYZGVPJlj3NFYgWjtrw2vdK7jkEWToMha7Sv7U 443
workflow/ignite/handlers/learning_rate/decay.py sha256=h52ozSd_tU2nxn0YLxwvyRINz4UdUyPRzKyjiKbBh34 160
workflow/ignite/handlers/learning_rate/learning_rate_scheduler.py sha256=xACvWOPmGUTCPmo3A6yru1MTgISbiIhbadyVj15B8sY 895
workflow/ignite/handlers/learning_rate/warmup.py sha256=0MuK-757leZF-p_fSeWvUuS-Qm5SdB2erIRz_tJ31Kk 263
workflow/ignite/handlers/learning_rate/zero_warmup.py sha256=y5tbWj9bDToya7wkoTcf21WxH7zFQWwkSaSXrwUiTq0 209
workflow/ignite/metrics/__init__.py sha256=mNXK1bkfqFssYaIB8EYycDk0QIFlvDj8Q0nnaD5vpcM 132
workflow/ignite/metrics/matthews_correlation_coefficient.py sha256=iw7dKFquNUTLkL3s5Jr-ttl-nN2DXu5cF05ai5mEG48 683
workflow/ignite/metrics/reduce_metrics_lambda.py sha256=ExXwMGMCog_NMzJYXh4mLMWdfGHp8ncCoe0ROZ84QmI 533
workflow/torch/__init__.py sha256=BtKH9vK0NA_2iNOSbGvZBfW_HFFh8QiynF2Ymj8STaU 741
workflow/torch/get_conv_output_size.py sha256=ky56uwLR51932A_9wb0vcs7qbzSMGCdZDBpwYm1IiLg 1007
workflow/torch/get_model_summary.py sha256=C-bEWZ06jFo-DfXlMfnINmU7l3ro5V5hFke7dfnfWTI 375
workflow/torch/initialize_weights.py sha256=RnkQ3XRl1Omp6POhXyr3YeB7DKJ2GHeIkl28ATETus4 438
workflow/torch/is_float.py sha256=xQJsgN5yMMUigmpE25fstKiUxG1b6YNFRoU1oFN9wls 192
workflow/torch/module_compose.py sha256=dC2uMDtBH5FBvxZljMPBXMx2D4UL3FZbzu4o79TZu1A 4592
workflow/torch/module_device.py sha256=8B4lQ9yzfCgSrH47GTKlUMKYQJjx76Qex9-USRBTE7w 73
workflow/torch/module_train.py sha256=aU7EZXSHLmDrzjXJaciKDLDdD4KIG-1vlsYoxEJTNY0 745
workflow/torch/requires_grad.py sha256=BRAZPvcHGbl0_VdZqMcQxVyO1J8ghAGMd1ArYegAZog 3340
workflow/torch/set_learning_rate.py sha256=szXv1SM0B0gxc6KTp0uLl2ozs4UsaEeqNVW3sVKmRn0 190
workflow/torch/set_seeds.py sha256=o_cESFyYhTildH3MiDnlZKWveVhgRSJannZKrGRjAck 260
workflow/torch/to_device.py sha256=2UNezk3D-7rC9_ZxnwGX-nvIW3miFbuMhpwcdI9A0sU 399
workflow/torch/to_shapes.py sha256=upE_XH7WmeBUz9QnbCk8xQfnYYZf0mbrE0DEi-GSgGE 538
ml_workflow-0.8.4.dist-info/AUTHORS sha256=oQ8Tar0gKyD5yLyCoegXVfFN0Y7tJGx3Msj6HYh7-Kg 34
ml_workflow-0.8.4.dist-info/LICENSE sha256=XudxEgNioG8Dg7nVU3iAyWJ3RvkdeQdTblakew3WOuA 90835
ml_workflow-0.8.4.dist-info/METADATA sha256=TRkijA2Ccl0q4fmFeQgXKucOPLA5hSmpJPCfj6B7I2c 3216
ml_workflow-0.8.4.dist-info/WHEEL sha256=EVRjI69F5qVjm_YgqcTXPnTAv3BfSUr0WVAHuSP3Xoo 92
ml_workflow-0.8.4.dist-info/entry_points.txt sha256=ipBXrTjG1bil_B5XP2WIQIkLEEBWjfs9sD3NZKfERFU 51
ml_workflow-0.8.4.dist-info/pbr.json sha256=fPNMh-s8bItqt_XGODeqeB6yv-wV5SmcJaL66k_FXD4 47
ml_workflow-0.8.4.dist-info/top_level.txt sha256=jT-znOUjxvwdr-w5ECrvROWZ9y_Doiz0yVYSI0VxpXA 9
ml_workflow-0.8.4.dist-info/RECORD — —

top_level.txt

workflow

entry_points.txt

[pbr.config.drivers]
plain = pbr.cfg.driver:Plain