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syngen


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Author: EPAM Systems, Inc.
License: GPLv3 License
Summary: Synthetic data generation tool that uncovers patterns, trends, and correlations hidden within production datasets and replicates them in less protected environments, using ML models to deliver accurate, referentially intact datasets.
Latest version: 0.12.7
Required dependencies: aiohttp | attrs | avro | base32-crockford | boto3 | click | cryptography | exrex | jinja2 | keras | lazy | loguru | markupsafe | marshmallow | matplotlib | mlflow | numpy | openpyxl | pandas | pandavro | pathos | pillow | psutil | py-ulid | python-slugify | pyyaml | scikit_learn | scipy | seaborn | tensorflow | tornado | tqdm | werkzeug | xlrd | xlwt
Optional dependencies: pytest | pytest-reportportal | reportportal-client

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