Wheelodex » Projects » tabular-augmentation » tabular_augmentation-0.0.18-py3-none-any.whl

tabular-augmentation

View on PyPI — Reverse Dependencies (0)

0.0.18 tabular_augmentation-0.0.18-py3-none-any.whl

Wheel Details

Project: tabular-augmentation
Version: 0.0.18
Filename: tabular_augmentation-0.0.18-py3-none-any.whl
Download: [link]
Size: 73671
MD5: 75535700e3261ffa8f5c5e87da2e5d49
SHA256: d066325d585cd67aac99e7fa6a842253ef338f0ac5c2cebda19c0e4d248add7e
Uploaded: 2023-09-08 03:19:56 +0000

dist-info

METADATA · WHEEL · RECORD · top_level.txt

METADATA

Metadata-Version: 2.1
Name: tabular-augmentation
Version: 0.0.18
Summary: Implementing easy-to-use methods for classical and novel tabular data augmentation and synthesis.
Author-Email: zhuxiaofei <dylan[at]zhxfei.com>
Project-Url: Homepage, https://github.com/zhxfei/tabular_augmentation
Project-Url: Bug Tracker, https://github.com/zhxfei/tabular_augmentation/issues
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.9
Requires-Dist: ctgan (>=0.7.4)
Requires-Dist: torchvision
Requires-Dist: sdv (>=1.3.0)
Requires-Dist: tensorboard (>=2.13.0)
Requires-Dist: imbalanced-learn (>=0.11.0)
Requires-Dist: scikit-learn (>=1.0.2)
Requires-Dist: ema-pytorch
Requires-Dist: xgboost (==1.7.6)
Requires-Dist: category-encoders
Requires-Dist: icecream
Requires-Dist: catboost
Requires-Dist: libzero (==0.0.8)
Requires-Dist: tomli (==1.2.2)
Requires-Dist: tomli-w (==0.4.0)
Requires-Dist: optuna (==2.10.1)
Requires-Dist: tqdm
Requires-Dist: rtdl
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 2663 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.41.2)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
tabular_augmentation/__init__.py sha256=zmNl82wjSOVtEVdPfUw_hRBbJjjGL5Dj70JQgraHg9o 603
tabular_augmentation/custom_smote.py sha256=w5yYpAMSY9cUPH4D_fetkq6sYz73_9tjrCspyDq1waA 13936
tabular_augmentation/cvae.py sha256=IILO_otgdUiaV-MQ7qjsXUu2I5TSOXhZAqFaJohEDP8 22608
tabular_augmentation/mixup.py sha256=IFRlKFisxgYOaW_PpkWSmVEsGIYjuVYDIhnllXca_zA 7313
tabular_augmentation/sdv_synthesizer.py sha256=NPbmEAW1VahkVUZtuKnJudgLsgDo_58Nl88zEnPurNw 8353
tabular_augmentation/smote.py sha256=s0pnaxtehPAooUg3bqTRVCrCXmJBcIvAkxw0IcIfXHA 2336
tabular_augmentation/utils.py sha256=T9iOsQX96G9cxRuzQKqvdBjlLgPI36ui_CHHokvYsio 9718
tabular_augmentation/tab_ddpm/__init__.py sha256=v_UjEHJIfJrYWPXOz7LrKO54RbAkolKkJLyVc0AjSME 83
tabular_augmentation/tab_ddpm/gaussian_multinomial_diffsuion.py sha256=09jtadjp6qRJfWiJ72qHNoc8ak2LAuBCZQlFTQoT3FE 36496
tabular_augmentation/tab_ddpm/modules.py sha256=qxMrjQf8Hkd9YvX0bFWr-vwacg_jPaddk06oVTht3bk 15747
tabular_augmentation/tab_ddpm/synthesis.py sha256=OgRc-b7xyd6hg-TFnUqcyAeBkp21IQbSD_QDjIX2DRc 16341
tabular_augmentation/tab_ddpm/utils.py sha256=vOw_qwoo4ZRY37bxnDBpvQYBpw4Q2uG8kV4d9Ts2LYE 5277
tabular_augmentation/tab_ddpm/lib/__init__.py sha256=aALRgCgZ2fkhv_8-w2lSkD0UWwlNWbwP5rFZFyBJ7-4 247
tabular_augmentation/tab_ddpm/lib/data.py sha256=AaEl_J63L8OQEnvSEasxEo9GZVQxT3gDxrsv4J_qotA 25537
tabular_augmentation/tab_ddpm/lib/deep.py sha256=_PymZ6hH3ZUiM6K_v2rDfa2p-5yZrEpLX7fs3ExCjaE 5296
tabular_augmentation/tab_ddpm/lib/env.py sha256=sdC0-Yb6HY2hsMg68aAV30rAKkrmIIxc0-fCKD2Rsic 1022
tabular_augmentation/tab_ddpm/lib/metrics.py sha256=mR_78_3BJIU03uGJ2kZVsNjfdN6lBpqK_K6QpMCvF0Y 5419
tabular_augmentation/tab_ddpm/lib/util.py sha256=iSP3rt1X3pvnmbTtEwZbByu4YKcUyepdlCt3-j_qXaY 13309
tabular_augmentation/tab_ddpm/scripts/__init__.py sha256=47DEQpj8HBSa-_TImW-5JCeuQeRkm5NMpJWZG3hSuFU 0
tabular_augmentation/tab_ddpm/scripts/eval_catboost.py sha256=PDgY5cESUxNGaKGZ0qfhnHGd2ixoh_5huoojwkelxuk 4805
tabular_augmentation/tab_ddpm/scripts/eval_mlp.py sha256=a0ByXkYJecFpEN_Sj7nrM-vAnK5rlSMXZxSyLPuL2FU 6051
tabular_augmentation/tab_ddpm/scripts/eval_seeds.py sha256=v0z4OyogRxzfynYaQuLm7jvoN4FGniY-FL4Bz_M4hWk 4413
tabular_augmentation/tab_ddpm/scripts/eval_seeds_simple.py sha256=7tAiS7pGWRWNLsWdXzTZmamhjB0ITM2thja4zyjMXJE 4457
tabular_augmentation/tab_ddpm/scripts/eval_simple.py sha256=t08QP3exUwJj_VzBDbvEzSWcZkqjhxNFQpVw15IT984 4827
tabular_augmentation/tab_ddpm/scripts/pipeline.py sha256=byto5DfKOf2M7ww9yV5aNBbygUPAuhhfIeO5lOjlxh4 4221
tabular_augmentation/tab_ddpm/scripts/resample_privacy.py sha256=FYFY2SRC2ehemX8ptAGgQlUtEC03l1XArJULH4AxHEo 10751
tabular_augmentation/tab_ddpm/scripts/sample.py sha256=zHhEYX4DXdsEi0LR3Q5ZtklDq0zWewZoP86lsnXhxXI 6043
tabular_augmentation/tab_ddpm/scripts/train.py sha256=MW-Ol3jpbu-9iopm8OYaoxVkISSSl0ZzJdv8iRFlz5U 5803
tabular_augmentation/tab_ddpm/scripts/tune_ddpm.py sha256=fVFQoTSnQeKX81Du4wVwB_eV5zpYDKEBxAsbMkH5EGI 5291
tabular_augmentation/tab_ddpm/scripts/tune_evaluation_model.py sha256=cahPIR_QkvW81R7j9MYBkuBDLeZccuRjgVL8GdjsqsI 4617
tabular_augmentation/tab_ddpm/scripts/utils_train.py sha256=xTP6joLdwCxcv0VQaGLIXi4AqxrkuetXL3UqbyytCmI 2676
tabular_augmentation-0.0.18.dist-info/LICENSE sha256=9BiwlLe-t_t1uoLad1YLl1gfFv9sBKTEtMhNshfWrk4 1055
tabular_augmentation-0.0.18.dist-info/METADATA sha256=QPNVia82-uP-WiBTbPpDScQd20rURnW8av5g51GOtVQ 3758
tabular_augmentation-0.0.18.dist-info/WHEEL sha256=yQN5g4mg4AybRjkgi-9yy4iQEFibGQmlz78Pik5Or-A 92
tabular_augmentation-0.0.18.dist-info/top_level.txt sha256=6s6lTuI3-ptXzwdJkQUqAmg9oo0Oz760ntcNca4WEBU 21
tabular_augmentation-0.0.18.dist-info/RECORD — —

top_level.txt

tabular_augmentation