gentab

View on PyPIReverse Dependencies (0)

0.1.2 gentab-0.1.2-py3-none-any.whl

Wheel Details

Project: gentab
Version: 0.1.2
Filename: gentab-0.1.2-py3-none-any.whl
Download: [link]
Size: 132951
MD5: ff567a6ec347638894b0ed9999876156
SHA256: 5e0da06342304f20e469b685f4ce1a3d870dbeae99c6e26d4a4348aaeb044999
Uploaded: 2024-04-25 12:00:56 +0000

dist-info

METADATA

Metadata-Version: 2.3
Name: gentab
Version: 0.1.2
Summary: A synthetic tabular data generation library.
Author-Email: "Omar A. Mures" <omar.alvarez[at]udc.es>
Project-Url: Homepage, https://github.com/omaralvarez/gentab
Project-Url: Issues, https://github.com/omaralvarez/gentab/issues
Keywords: data,deep learning,generation,machine learning,synthetic,tabular
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.9
Requires-Dist: be-great (==0.0.7)
Requires-Dist: category-encoders (==2.6.3)
Requires-Dist: dask (==2024.1.1)
Requires-Dist: datasets (==2.15.0)
Requires-Dist: dython (==0.7.5)
Requires-Dist: forestdiffusion (==1.0.5)
Requires-Dist: humanize (==4.9.0)
Requires-Dist: imbalanced-learn (==0.11.0)
Requires-Dist: lightning (==2.1.2)
Requires-Dist: optuna (==3.5.0)
Requires-Dist: pandas (==2.1.3)
Requires-Dist: rich (==13.1.0)
Requires-Dist: scikit-learn (==1.3.2)
Requires-Dist: sdv (==1.8.0)
Requires-Dist: skorch (==0.15.0)
Requires-Dist: torch (==2.0.1)
Requires-Dist: torchaudio (==2.0.2)
Requires-Dist: torchmetrics (==1.2.1)
Requires-Dist: torchvision (==0.15.2)
Requires-Dist: transformers (==4.38.2)
Requires-Dist: ucimlrepo (==0.0.3)
Requires-Dist: black; extra == "dev"
Provides-Extra: dev
Description-Content-Type: text/markdown
License-File: LICENSE
[Description omitted; length: 9621 characters]

WHEEL

Wheel-Version: 1.0
Generator: hatchling 1.24.2
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
gentab/__init__.py sha256=eF0HzWM3Uuv-Vd_oZwug2U7ZY6nQZUSpLocAUZB0Hcs 188
gentab/utils.py sha256=n4nrtBVmNO6alVmWo0LOFmq5RglLOh10zg3Bd_UxVUE 1950
gentab/data/__init__.py sha256=bFKROIJhPN9L7zLBHqOMfcBmf4AAI1SurcUQ7Doc6VQ 61
gentab/data/config.py sha256=JFaExUgCGCa9mXaI83-48CoOH5W4a9HhUbk21tDuh9s 485
gentab/data/dataset.py sha256=jEGxZ8t5iv9fu5p3LtnhfJOVLcVCDTk0Xuu1L0nM3iU 22687
gentab/evaluators/__init__.py sha256=msOz53RzTsFc67RQxw8EWGOW5jaXrdHXlHLtmV3wOf8 182
gentab/evaluators/catboost.py sha256=AalZD9xGJMT5mRBqSD-g9-FkVzxvA8MnfHns3WL6pq4 632
gentab/evaluators/evaluator.py sha256=dHFGyokA_WLmt8TibJFFBsW72kFauJYzm6WtXUmowDo 4149
gentab/evaluators/knn.py sha256=SBzELT6HzLQ8yfT3zDMzujtYEND6GH4TydyQEvKJB0I 578
gentab/evaluators/lightgbm.py sha256=x1Ry9-utuWm2Zoa61ctZTT4HGM9NrWZd4DHCwQCOFeg 670
gentab/evaluators/mlp.py sha256=sAWg4x0rS5LdOx0l0VyNtlIG8VUlCh3_P3vH58kqwU4 9229
gentab/evaluators/xgboost.py sha256=bKDlaxbOV7OfOSuIfcH4RXg4iXaQO4wbL4GrD9D1F4c 869
gentab/generators/__init__.py sha256=8ocaPDfBXCtItFOC0h5dzp0SyN09Ayl-LAjcQeusZ1Y 464
gentab/generators/adasyn.py sha256=BsqqmLq0pm7IPTLBdnQMRKunY6Ts2LsE0_64h7Cuzbo 1918
gentab/generators/autodiffusion.py sha256=NyOPFAe0XL_vJRazRqy0jqHb0uguoBcpq3WlmfEGutE 3178
gentab/generators/copulagan.py sha256=Qa8TH49cfMfD72C-Bcs-GYinUyiDIldJhNeTMl54oCU 4541
gentab/generators/ctabgan.py sha256=OZYb2Jsh2Ut1X0bscW4fkSOdkKY5K_GrwZoKTi1JFc0 4335
gentab/generators/ctabganplus.py sha256=5BAbComzOeK2n_iYxDruoxUAQE_eXgv65i112cgiZ4w 5199
gentab/generators/ctgan.py sha256=iX12PP6kIcbr9iaeOHYnE0jBcpXZ-Hy14SbDpkZDjqY 4040
gentab/generators/forestdiffusion.py sha256=bwUPAIF12PMM4QVvg9CrxO65ck4jWgkR7W0TYH0qfXE 6444
gentab/generators/gaussiancopula.py sha256=GEAVD5k6eWmy0OCPwVU8pw2RlnrPIy9ItWmJ82BpMUY 2986
gentab/generators/generator.py sha256=kywjdS58pw9yJR5zZmATg3s1ksy1vYfjitDG49XcCek 5687
gentab/generators/great.py sha256=7jcqS338C469fOgcd-8KZi8vbe5l7wsz7wzPqS2SdfQ 3414
gentab/generators/randomoversampler.py sha256=TWmY_xMG4KiALM4k0_Wu4hj16iQNY0v7XfWINZZ0_tc 1355
gentab/generators/smote.py sha256=qc_vyNdEyAhyXmeGp0IXv9r4sUMRVOMcCH7djuCgRu8 2104
gentab/generators/tabula.py sha256=K0hmUG295hvwkVac9A_eJjMcbFsHHKThwzk8YZuyHm8 5637
gentab/generators/tvae.py sha256=HaFTmBNmelKWPkfo-6UjJp98W8aPD3XhF782xJ73GBU 3393
gentab/generators/autodiff/TabDDPMdiff.py sha256=J8N2ePCODHkLiLeyy3vWT3E3Z0Ch5BMlKYpgk5ClJbQ 13286
gentab/generators/autodiff/autoencoder.py sha256=NpaPxnrXJr0dv-BW2VLNypJ34nSh2oM6xPE6GgCQYOg 7884
gentab/generators/autodiff/diffusion.py sha256=snGSAvekiJ0mvNv1DfY8pAWybhZBmoTZLWERbceF2ek 10825
gentab/generators/autodiff/process_GQ.py sha256=NKktIO3p9H_fr0U3KZCboIoh26Cu4A04WRUY_LE7aZY 14603
gentab/generators/autodiff/process_edited.py sha256=ZVbqvEf0AssN-upwaNGDgGpMcSZ6OBmQtyNHcugi2Ss 14354
gentab/generators/ctabg/pipeline/data_preparation.py sha256=o1hXx5PLFXf52ze-pVL3TvKrCQf5fPuI0PdA6ycfl1g 7098
gentab/generators/ctabg/synthesizer/ctabgan_synthesizer.py sha256=ssTcb5JYjJAv-uToi_QDxYJL-PznLuavzQ40cSpqjEA 37499
gentab/generators/ctabg/synthesizer/transformer.py sha256=AcxqBUxvLjGe0uaA2o91GDBm_wBPdpjbtVL_BtoeJdo 23261
gentab/generators/ctabgplus/pipeline/data_preparation.py sha256=7wW1VrlPuuQApsEzHo91Tewvms9ottbhqvmJUGdQOlM 6035
gentab/generators/ctabgplus/privacy_utils/rdp_accountant.py sha256=ImGWt7C-hom-rzo6Lza49nUPCeg8hLvInqNNjVTkLag 8040
gentab/generators/ctabgplus/synthesizer/ctabgan_synthesizer.py sha256=tTkleLkTOxC7sQMSUdJguUAHGN7jF4dhCC9QEgN2zVk 21971
gentab/generators/ctabgplus/synthesizer/transformer.py sha256=wfqGPsllen44r4dBrbicpEeAV8l3Kx_cRRtuok78Fyg 18238
gentab/generators/dae/__init__.py sha256=GTkl6UhicOWmXQ_5OGamz0Pz4axcP0ltkhOzzcGzodc 93
gentab/generators/dae/data.py sha256=xUDtWoECZMvzKQdkW86g_e6qGtb52h0E52WoZQOvRWI 6477
gentab/generators/dae/engine.py sha256=z8yeF-WBMT9007cEauX86G9MjbvWufos8gnv1iRx5f8 7307
gentab/generators/dae/model.py sha256=pxgOTA2ucnhf8lSnz9QL3iX5Llh83yZ8Yu0hMOO2OhA 4464
gentab/generators/dae/network.py sha256=5CGv9iu99kmQqR0xzJw-ApayfdM043sktYwbQy9VLrI 11333
gentab/generators/dae/util.py sha256=kgNT-LGhxIUVfgVXb2vMZcGO_tJCnU9bKqeHNxHSpkU 2407
gentab/generators/tabu/tabula.py sha256=YmL_5CSN_kCWxEfyaFAMHzs90EECuLkdZWSouOxXz5A 20077
gentab/generators/tabu/tabula_dataset.py sha256=ICdqowSUsIeDVZ7tvkEeicfNQ_tFGLnTIv37kqu0CL8 2265
gentab/generators/tabu/tabula_start.py sha256=X7UOnO1wjuxMztDroDLkLSkor4_vwTLwqBcoX3X_p5s 5243
gentab/generators/tabu/tabula_trainer.py sha256=R-qmUUrMviT_TPbWvQ_4JhUwCvzDC3omOhQCg5W7LhM 1482
gentab/generators/tabu/tabula_utils.py sha256=_zoNfu8n2vPml3rgLIDTiL6RmCajDfgRu4p5WbxbrRA 3491
gentab/generators/tabump/tabula.py sha256=X5u3J1wEvd7mq1jefCETS-_msrDh-Ak6Cyskkzc31ck 18255
gentab/generators/tabump/tabula_dataset.py sha256=APv9rjSwU8J-noMPKQ9OEySkQAnoYvbETmRkLBir4uk 3857
gentab/generators/tabump/tabula_start.py sha256=XZ_47Hfa5GvT-fFTm5jltId_hD-06Id-ftw2RRuVRSg 5330
gentab/generators/tabump/tabula_trainer.py sha256=ZVe37ybd2bIYsiqJT1R7Sme8x2I5frlX5M5d7XqwScc 1394
gentab/generators/tabump/tabula_utils.py sha256=eHiG9EazBY33XvY18JsQMCy-9TncE_USiEoppI7Grf8 5321
gentab/tuners/__init__.py sha256=GmuMFCKLDPThBidTTAc3rVCEijgIdcVNpMsOnGn5R7A 417
gentab/tuners/adasyn.py sha256=ZvtHAjNVVptwUW5mCnTcS-3kzaTyqV5oju4z_u5AzCw 815
gentab/tuners/autodiffusion.py sha256=JJ7XfwNjXEOlez2W8FDgS7jrZBRz9tBxy-5hOxJvD2k 2514
gentab/tuners/copulagan.py sha256=ejqSgGdRGyUcOLdNsJhAUW_DrF-wHwYzbtpI89ytwjM 3170
gentab/tuners/ctabgan.py sha256=flTtoLpm_J4989lTYzdcBRGlvvQNtCi_FH5aha1I5Jc 2051
gentab/tuners/ctabganplus.py sha256=u5naCetzNGmCCDkKIEWQe8t5D8MHZWJlMlmhC3jQXqk 2063
gentab/tuners/ctgan.py sha256=Ax38hhK4pjO7UFdXXF9D-FDUPnUcSgxE0uzmjrNQS4I 2920
gentab/tuners/forestdiffusion.py sha256=-2LUh9wabvzUS0Mwm_8phdp-S-2w64eOfByI2yhM5C0 2749
gentab/tuners/gaussiancopula.py sha256=zpdeBDSXQ07VW6bMlqeIqeQnhQJUhodw86o7JPZTrDc 1115
gentab/tuners/great.py sha256=v5BjJ48nqiGk-dkXSBTc81046iSkTy7kaQHLzCMlyFg 1534
gentab/tuners/smote.py sha256=_UM1dRMcAjX_QW1rpZuldnEbc4TJp0wq0blB82EG25w 812
gentab/tuners/tabula.py sha256=wGTITsjnfbQijejTvtiWOAf6qLLlSrJQFiNKxNTsIvs 1996
gentab/tuners/tuner.py sha256=O0hXdOe0OV7gBFG0VLbira4QPku6xg32ta6MvvAmz4U 3516
gentab/tuners/tvae.py sha256=gnNg4IRyerqSUijW2JGl-isQzgQuDy27wGlmcEKtyME 2280
gentab-0.1.2.dist-info/METADATA sha256=nZ3IwUz449H1ekTih8RfECJzU3c5x3HCOmkeftyKpPc 10973
gentab-0.1.2.dist-info/WHEEL sha256=zEMcRr9Kr03x1ozGwg5v9NQBKn3kndp6LSoSlVg-jhU 87
gentab-0.1.2.dist-info/licenses/LICENSE sha256=OXLcl0T2SZ8Pmy2_dmlvKuetivmyPd5m1q-Gyd-zaYY 35149
gentab-0.1.2.dist-info/RECORD