DPSDV

View on PyPIReverse Dependencies (0)

0.0.3 DPSDV-0.0.3-py3-none-any.whl

Wheel Details

Project: DPSDV
Version: 0.0.3
Filename: DPSDV-0.0.3-py3-none-any.whl
Download: [link]
Size: 102813
MD5: 138ef176cf99135230fe04f3da9a2c71
SHA256: f6aa75a728fee4aa9339577736e143793a8a8d93e747b316ad1e4cc99f305122
Uploaded: 2022-06-16 11:16:06 +0000

dist-info

METADATA

Metadata-Version: 2.1
Name: DPSDV
Version: 0.0.3
Summary: Creating a Differential Privacy securing Synthetic Data Generation for tabular, relational and time series data.
Author: Aman Priyanshu
Author-Email: amanpriyanshusms2001[at]gmail.com
Home-Page: https://github.com/AmanPriyanshu/DPSDV
License: MIT license
Keywords: differential-privacy sdv synthetic-data synhtetic-data-generation timeseries single-table multi-table
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Requires-Python: >=3.6,<3.10
Requires-Dist: Faker (<10,>=3.0.0)
Requires-Dist: graphviz (<1,>=0.13.2)
Requires-Dist: pandas (<2,>=1.1.3)
Requires-Dist: tqdm (<5,>=4.15)
Requires-Dist: copulas (<0.8,>=0.7.0)
Requires-Dist: ctgan (<0.6,>=0.5.1)
Requires-Dist: deepecho (<0.4,>=0.3.0.post1)
Requires-Dist: rdt (<0.7,>=0.6.2)
Requires-Dist: sdmetrics (<0.6,>=0.5.0)
Requires-Dist: numpy (<1.20.0,>=1.18.0); python_version < "3.7"
Requires-Dist: numpy (<2,>=1.20.0); python_version >= "3.7"
Requires-Dist: bumpversion (<0.6,>=0.5.3); extra == "dev"
Requires-Dist: pip (>=9.0.1); extra == "dev"
Requires-Dist: watchdog (<0.9,>=0.8.3); extra == "dev"
Requires-Dist: docutils (<0.18,>=0.12); extra == "dev"
Requires-Dist: m2r2 (<0.3,>=0.2.5); extra == "dev"
Requires-Dist: nbsphinx (<0.7,>=0.5.0); extra == "dev"
Requires-Dist: Sphinx (<3.3,>=3); extra == "dev"
Requires-Dist: pydata-sphinx-theme (<0.5); extra == "dev"
Requires-Dist: markupsafe (<2.1.0); extra == "dev"
Requires-Dist: Jinja2 (<3,>=2); extra == "dev"
Requires-Dist: flake8 (<4,>=3.7.7); extra == "dev"
Requires-Dist: flake8-absolute-import (<2,>=1.0); extra == "dev"
Requires-Dist: flake8-docstrings (<2,>=1.5.0); extra == "dev"
Requires-Dist: flake8-sfs (<0.1,>=0.0.3); extra == "dev"
Requires-Dist: isort (<5,>=4.3.4); extra == "dev"
Requires-Dist: autoflake (<2,>=1.1); extra == "dev"
Requires-Dist: autopep8 (<1.6,>=1.4.3); extra == "dev"
Requires-Dist: twine (<4,>=1.10.0); extra == "dev"
Requires-Dist: wheel (>=0.30.0); extra == "dev"
Requires-Dist: coverage (<6,>=4.5.1); extra == "dev"
Requires-Dist: tox (<4,>=2.9.1); extra == "dev"
Requires-Dist: invoke; extra == "dev"
Requires-Dist: pytest (>=3.4.2); extra == "dev"
Requires-Dist: pytest-cov (>=2.6.0); extra == "dev"
Requires-Dist: pytest-rerunfailures (>10); extra == "dev"
Requires-Dist: jupyter (<2,>=1.0.0); extra == "dev"
Requires-Dist: rundoc (<0.5,>=0.4.3); extra == "dev"
Requires-Dist: pomegranate (<0.14.2,>=0.13.4); python_version < "3.7" and extra == "pomegranate"
Requires-Dist: pomegranate (<0.15,>=0.14.1); python_version >= "3.7" and extra == "pomegranate"
Requires-Dist: pytest (>=3.4.2); extra == "test"
Requires-Dist: pytest-cov (>=2.6.0); extra == "test"
Requires-Dist: pytest-rerunfailures (>10); extra == "test"
Requires-Dist: jupyter (<2,>=1.0.0); extra == "test"
Requires-Dist: rundoc (<0.5,>=0.4.3); extra == "test"
Provides-Extra: dev
Provides-Extra: pomegranate
Provides-Extra: test
Description-Content-Type: text/markdown
[Description omitted; length: 6738 characters]

WHEEL

Wheel-Version: 1.0
Generator: bdist_wheel (0.37.1)
Root-Is-Purelib: true
Tag: py3-none-any

RECORD

Path Digest Size
DPSDV/__init__.py sha256=mC_IOh_IyK6J3ZfV9wSijyuh4McpaB2siACAQE5Hvoc 729
DPSDV/demo.py sha256=EB5lJd5PnEgccp-7kGLuZsBGGhe-oznvbbmjFhQUqT8 17537
DPSDV/errors.py sha256=_Vhh56NZqZSfq_8ZQ8b0-4L6sEGEDnoDfaCcQr7oL9o 378
DPSDV/evaluation.py sha256=I5nF4XXMRG1EvyzIWNghIebc3B46FiMTc5Y8gyvUBFI 5519
DPSDV/sdv.py sha256=ehurutRJIKmwt1il4hnaRBWA7DYkkmIZgDjgaj43STo 6675
DPSDV/utils.py sha256=3WyoBCh3Iu6dnBwxgOyRLmKycoUhBj3u27Qykpk14ow 3771
DPSDV/constraints/__init__.py sha256=ppB-B0MnjguEX3wqTopfPEnJbMm2vWyIiKJ3XwMtPP0 577
DPSDV/constraints/base.py sha256=3IikWe4XsVxTNAciHWre24mjTfJjVeU3wEldmVmuv60 16186
DPSDV/constraints/errors.py sha256=n27PHk9rPvggAhljbyElya_BcYz1qCqjChd4PtHKgHs 277
DPSDV/constraints/tabular.py sha256=0f4B-MHXAUa37gKxAXF2u5VlsfQf4DgZi_Oc888vbao 45984
DPSDV/constraints/utils.py sha256=MOLcS32TtUKHrTNP8oQApHdb8f2HeH_sDGOLq4YmbYM 2353
DPSDV/lite/__init__.py sha256=VI916t9MCtMIBat9BJnBGDMsospl8H79JjVK_-6j5VQ 141
DPSDV/lite/tabular.py sha256=9310eoNQrSbLAqvQsgtxt2x_XwIKwudYP_RTMTYNylQ 12459
DPSDV/metadata/__init__.py sha256=8iudr2twPfvHDkAnLve1D5LIXhbBFcxKaFNqdVR-g7Q 349
DPSDV/metadata/dataset.py sha256=kWRs3IxlpLk69ibI0gz6ro3xBezIbG2rhGmQC9-XzHU 37132
DPSDV/metadata/errors.py sha256=6KDO0NfQUMAM0r0ewFKO-8YfPdd4FoWeEZtW7BBzhHc 233
DPSDV/metadata/table.py sha256=R4woh47Y9PEs0f43V7O-x2kcOq9e33bwL23ERMjOVs4 32223
DPSDV/metadata/utils.py sha256=sTQyH_N5snRp5E_BmcpPZLb4SKeqNnt08zLmavXT29M 4611
DPSDV/metadata/visualization.py sha256=pX0pcgUY3OaugLFpuIj4NYIHoghACyVDww7x-THmT4Y 4937
DPSDV/metrics/__init__.py sha256=pxbz3t5cOA5NVsjEJadPjV4R4U8OCEEmBxevbyugv1s 266
DPSDV/metrics/demos.py sha256=nKK-yScdoa_x-ljxkZJHsqISFeOg3QT3VVJiH_FHL0Q 161
DPSDV/metrics/relational.py sha256=0gLn3TimNxpKy63A4koNB5OiTlNQdCWTcVU_rxUf7ko 193
DPSDV/metrics/tabular.py sha256=tskFsBqnDYLieCLjuYNrNJAkG5_aaSqVdkLH7h1D7go 191
DPSDV/metrics/timeseries.py sha256=DehuC-kGLezu49k4TeAfqrgIZQUIvF2dtqMzXnO_bjc 193
DPSDV/relational/__init__.py sha256=M024Kndv4DVEOBroCYjhf0a7bg76m6-LJPD6k1qs654 109
DPSDV/relational/base.py sha256=mS-fvR2Pnp2agVgVgeIrr2UCM3o8kH2aUU5OIyxwC_Q 8189
DPSDV/relational/hma.py sha256=pXTrK9aImtTRY0YiEgsocfxB0yoyP92HW5M-O3ELQJo 23447
DPSDV/sampling/__init__.py sha256=iz7hSvdz42d6jyYPUVih6G9ajRWzrhP9PVOfsS7i8m8 112
DPSDV/sampling/tabular.py sha256=8aSQEZf538coS5ZdE0B1xqjees9Oi312BQKBpRhar9s 944
DPSDV/tabular/__init__.py sha256=Vd6kWnhy_zogMOcn3-KzheFq6FhvVl9ee3ugXzYX7wA 334
DPSDV/tabular/base.py sha256=esmoISCxtY5IEInLaFGZ1_8DmiQ8LqHutgKDeV3MQCE 37056
DPSDV/tabular/base_mwem.py sha256=WZiIeCQPUrVwNRLF1T_X9adk-NHb1kmJ_jhA6gBs0rs 2171
DPSDV/tabular/copulagan.py sha256=bbDI4nauqCEkOdu5bimm3W6v87EU6HT9wjKY2DeURTk 11267
DPSDV/tabular/copulas.py sha256=-gBUEznM-inQejHbc3Da_iROrzHBqIbYHHqE2EUyT1I 22825
DPSDV/tabular/ctgan.py sha256=21mcm9Yfa5MHILiPFs6_gOVcJ9dZkXl7E4M93m0A3Ho 32708
DPSDV/tabular/mwem.py sha256=B0Lu4kbsDL8-PworLpawgz_v3xk2EAuePiLmzd6kB38 23197
DPSDV/tabular/utils.py sha256=nLiAR5spbb0KywhNRBIOl3RWeWb2lrqtvLBBwfUdfvA 7501
DPSDV/timeseries/__init__.py sha256=AYcsiOsRBixg4BVdjb6fyEgY8gbkc9KDkwf5uwlxuVU 110
DPSDV/timeseries/base.py sha256=fbErs9eOKv7byFTwMcMrL6o_pqiZwudIbnuKmvoymKo 12099
DPSDV/timeseries/deepecho.py sha256=3QHw07taZHrUpAy-U-3DGPfdHsk3wgHheD0WP5ykLf8 15394
DPSDV-0.0.3.dist-info/METADATA sha256=9CApZcXB2yxYEegQmHW8q_vItfJbKaFJuHM9mZ74iwQ 10105
DPSDV-0.0.3.dist-info/WHEEL sha256=G16H4A3IeoQmnOrYV4ueZGKSjhipXx8zc8nu9FGlvMA 92
DPSDV-0.0.3.dist-info/top_level.txt sha256=y3HaZUCXHRrHAmN9spN66o47qUDY49FgFwtAM1jM3RE 6
DPSDV-0.0.3.dist-info/RECORD

top_level.txt

DPSDV