syngen
The tool uncovers patterns, trends, and correlations hidden within your production datasets.
Installation
In a virtualenv (see these instructions if you need to create one):
pip3 install syngen
Dependencies
- aiohttp
- cryptography
- attrs
- lazy
- xlwt
- matplotlib
- avro
- loguru
- pandavro
- scikit-learn
- pytest
- psutil
- base32-crockford
- pyyaml
- tqdm
- keras
- jinja2
- setuptools
- scipy
- marshmallow
- mlflow
- click
- markupsafe
- tornado
- openpyxl
- xlrd
- pandas
- tensorflow
- boto3
- pathos
- pillow
- seaborn
- python-slugify
- pytest-reportportal
- py-ulid
- werkzeug
- numpy
- flatten-json
- reportportal-client
Releases
| Version | Released | Bullseye Python 3.9 |
Bookworm Python 3.11 |
Trixie Python 3.13 |
Files |
|---|---|---|---|---|---|
| 0.10.27 | 2025-10-03 | ||||
| 0.10.26 | 2025-10-03 | ||||
| 0.10.25 | 2025-09-26 | ||||
| 0.10.24 | 2025-09-12 | ||||
| 0.10.23 | 2025-07-25 | ||||
| 0.10.22 | 2025-07-17 | ||||
| 0.10.21 | 2025-07-17 | ||||
| 0.10.20 | 2025-07-16 | ||||
| 0.10.19 | 2025-07-15 | ||||
| 0.10.18 | 2025-07-14 | ||||
| 0.10.17 | 2025-07-07 | ||||
| 0.10.16 | 2025-06-23 | ||||
| 0.10.15 | 2025-06-13 | ||||
| 0.10.14 | 2025-06-13 | ||||
| 0.10.13 | 2025-05-23 | ||||
| 0.10.12 | 2025-05-22 | ||||
| 0.10.11 | 2025-05-21 | ||||
| 0.10.10 | 2025-05-15 | ||||
| 0.10.9 | 2025-05-08 | ||||
| 0.10.8 | 2025-04-29 | ||||
| 0.10.7 | 2025-04-04 | ||||
| 0.10.6 | 2025-02-25 | ||||
| 0.10.5 | 2025-02-21 | ||||
| 0.10.4 | 2025-02-18 | ||||
| 0.10.3 | 2025-02-14 | ||||
| 0.10.2 | 2025-01-06 | ||||
| 0.10.1 | 2024-12-18 | ||||
| 0.10.0 | 2024-12-10 | ||||
| 0.9.52 | 2024-12-04 | ||||
| 0.9.51 | 2024-11-13 | ||||
| 0.9.50 | 2024-10-31 | ||||
| 0.9.49 | 2024-10-31 | ||||
| 0.9.48 | 2024-10-28 | ||||
| 0.9.47 | 2024-10-23 | ||||
| 0.9.46 | 2024-10-23 | ||||
| 0.9.45 | 2024-10-18 | ||||
| 0.9.44 | 2024-10-17 | ||||
| 0.9.43 | 2024-10-16 | ||||
| 0.9.42 | 2024-10-15 | ||||
| 0.9.41 | 2024-10-10 | ||||
| 0.9.40 | 2024-10-08 | ||||
| 0.9.39 | 2024-10-08 | ||||
| 0.9.38 | 2024-09-30 | ||||
| 0.9.37 | 2024-09-24 | ||||
| 0.9.36 | 2024-09-13 | ||||
| 0.9.35 | 2024-09-10 | ||||
| 0.9.35rc0 pre-release | 2024-09-05 | ||||
| 0.9.34 | 2024-09-04 | ||||
| 0.9.33 | 2024-09-03 | ||||
| 0.9.32 | 2024-09-03 | ||||
| 0.9.31 | 2024-08-29 | ||||
| 0.9.30 | 2024-08-27 | ||||
| 0.9.29 | 2024-08-27 | ||||
| 0.9.28 | 2024-08-22 | ||||
| 0.9.27 | 2024-08-16 | ||||
| 0.9.26 | 2024-08-16 | ||||
| 0.9.25 | 2024-08-13 | ||||
| 0.9.24 | 2024-08-07 | ||||
| 0.9.23 | 2024-08-05 | ||||
| 0.9.22 | 2024-08-05 | ||||
| 0.9.21 | 2024-07-30 | ||||
| 0.9.20 | 2024-07-26 | ||||
| 0.9.19 | 2024-07-25 | ||||
| 0.9.18 | 2024-07-23 | ||||
| 0.9.17 | 2024-07-16 | ||||
| 0.9.16 | 2024-07-15 | ||||
| 0.9.15 | 2024-07-12 | ||||
| 0.9.14 | 2024-07-10 | ||||
| 0.9.13 | 2024-07-09 | ||||
| 0.9.12 | 2024-07-02 | ||||
| 0.9.11 | 2024-06-24 | ||||
| 0.9.10 | 2024-06-24 | ||||
| 0.9.9 | 2024-06-18 | ||||
| 0.9.8 | 2024-06-13 | ||||
| 0.9.7 | 2024-06-13 | ||||
| 0.9.6 | 2024-06-12 | ||||
| 0.9.5 | 2024-06-10 | ||||
| 0.9.4 | 2024-06-07 | ||||
| 0.9.3 | 2024-06-05 | ||||
| 0.9.2 | 2024-06-03 | ||||
| 0.9.1 | 2024-06-01 | ||||
| 0.9.0 | 2024-06-01 | ||||
| 0.8.5 | 2024-05-27 | ||||
| 0.8.4 | 2024-05-24 | ||||
| 0.8.3 | 2024-05-23 | ||||
| 0.8.2 | 2024-05-22 | ||||
| 0.8.1 | 2024-05-17 | ||||
| 0.8.0 | 2024-04-23 | ||||
| 0.7.22 | 2024-04-19 | ||||
| 0.7.21 | 2024-04-11 | ||||
| 0.7.20 | 2024-04-10 | ||||
| 0.7.19 | 2024-04-10 | ||||
| 0.7.18 | 2024-03-29 | ||||
| 0.7.17 | 2024-03-28 | ||||
| 0.7.16 | 2024-03-27 | ||||
| 0.7.15 | 2024-03-15 | ||||
| 0.7.15rc1 pre-release | 2024-03-15 | ||||
| 0.7.14 | 2024-03-14 | ||||
| 0.7.13 | 2024-03-05 | ||||
| 0.7.12 | 2024-03-04 | ||||
| 0.7.11 | 2024-02-20 | ||||
| 0.7.10 | 2024-02-15 | ||||
| 0.7.9 | 2024-02-08 | ||||
| 0.7.7 | 2024-02-07 | ||||
| 0.7.6 | 2024-02-01 | ||||
| 0.7.5 | 2024-02-01 | ||||
| 0.7.4 | 2024-02-01 | ||||
| 0.7.3 | 2024-01-29 | ||||
| 0.7.2 | 2024-01-26 | ||||
| 0.7.1 | 2024-01-24 | ||||
| 0.7.0 | 2024-01-19 | ||||
| 0.6.2 | 2024-01-18 | ||||
| 0.6.2rc0 pre-release | 2024-01-16 | ||||
| 0.6.1 | 2024-01-15 | ||||
| 0.6.1rc0 pre-release | 2024-01-11 | ||||
| 0.6.0 | 2024-01-11 | ||||
| 0.5.10 | 2024-01-10 | ||||
| 0.5.9 | 2024-01-04 | ||||
| 0.5.8 | 2024-01-02 | ||||
| 0.5.7 | 2023-12-19 | ||||
| 0.5.6 | 2023-12-15 | ||||
| 0.5.5 | 2023-12-15 | ||||
| 0.5.4 | 2023-12-06 | ||||
| 0.5.3 | 2023-12-06 | ||||
| 0.5.3rc0 pre-release | 2023-11-30 | ||||
| 0.5.2 | 2023-11-30 | ||||
| 0.5.2rc0 pre-release | 2023-11-29 | ||||
| 0.5.1 | 2023-11-28 | ||||
| 0.5.1rc1 pre-release | 2023-11-24 | ||||
| 0.5.1rc0 pre-release | 2023-11-24 | ||||
| 0.5.0 | 2023-11-22 | ||||
| 0.4.11rc2 pre-release | 2023-11-21 | ||||
| 0.4.11rc1 pre-release | 2023-11-20 | ||||
| 0.4.10 | 2023-11-16 | ||||
| 0.4.10rc0 pre-release | 2023-11-16 | ||||
| 0.4.9 | 2023-11-14 | ||||
| 0.4.9rc2 pre-release | 2023-11-14 | ||||
| 0.4.9rc1 pre-release | 2023-11-10 | ||||
| 0.4.9rc0 pre-release | 2023-11-03 | ||||
| 0.4.8rc0 pre-release | 2023-10-31 | ||||
| 0.4.7rc0 pre-release | 2023-10-26 | ||||
| 0.4.6rc0 pre-release | 2023-10-26 | ||||
| 0.4.5 | 2023-10-31 | ||||
| 0.4.5rc0 pre-release | 2023-10-25 | ||||
| 0.4.4 yanked | 2023-10-20 | ||||
| 0.4.3 | 2023-10-12 | ||||
| 0.4.3rc0 pre-release | 2023-10-06 | ||||
| 0.4.2 | 2023-10-05 | ||||
| 0.4.1 | 2023-09-28 | ||||
| 0.4.1rc0 pre-release | 2023-09-25 | ||||
| 0.4.0rc0 pre-release | 2023-09-21 | ||||
| 0.3.13rc0 pre-release | 2023-09-21 | ||||
| 0.3.12 | 2023-09-04 | ||||
| 0.3.11 | 2023-08-31 | ||||
| 0.3.10 | 2023-08-30 | ||||
| 0.3.9 | 2023-08-30 | ||||
| 0.3.8 | 2023-08-29 | ||||
| 0.3.7 | 2023-08-29 | ||||
| 0.3.6 yanked | 2023-08-29 | ||||
| 0.3.6rc1 pre-release | 2023-08-28 | ||||
| 0.3.6rc0 pre-release | 2023-08-25 | ||||
| 0.3.5 | 2023-08-23 | ||||
| 0.3.4 | 2023-08-22 | ||||
| 0.3.3 | 2023-08-21 | ||||
| 0.3.2 | 2023-08-18 | ||||
| 0.3.1 | 2023-08-17 | ||||
| 0.3.0 | 2023-08-16 | ||||
| 0.2.6 | 2023-08-16 | ||||
| 0.2.5 | 2023-08-15 | ||||
| 0.2.4 | 2023-08-15 | ||||
| 0.2.3 | 2023-08-14 | ||||
| 0.2.0 | 2023-08-08 | ||||
| 0.2.0rc1 pre-release | 2023-08-04 | ||||
| 0.2.0rc0 pre-release | 2023-08-03 | ||||
| 0.1.38 | 2023-08-01 | ||||
| 0.1.37 | 2023-07-28 | ||||
| 0.1.36 | 2023-07-28 | ||||
| 0.1.35 | 2023-07-27 | ||||
| 0.1.34 | 2023-07-27 | ||||
| 0.1.33 | 2023-07-25 | ||||
| 0.1.32 | 2023-07-20 | ||||
| 0.1.31 | 2023-07-19 | ||||
| 0.1.30 | 2023-07-19 | ||||
| 0.1.29 | 2023-07-19 | ||||
| 0.1.28 | 2023-07-13 | ||||
| 0.1.27 | 2023-07-11 | ||||
| 0.1.26 | 2023-07-07 | ||||
| 0.1.25 | 2023-07-06 | ||||
| 0.1.24 | 2023-07-06 | ||||
| 0.1.23 | 2023-07-05 | ||||
| 0.1.22 | 2023-07-04 | ||||
| 0.1.21 | 2023-06-29 | ||||
| 0.1.20 | 2023-06-23 | ||||
| 0.1.19 | 2023-06-19 | ||||
| 0.1.18 | 2023-06-16 | ||||
| 0.1.17 | 2023-06-15 | ||||
| 0.1.16 | 2023-06-15 | ||||
| 0.1.15 | 2023-06-09 | ||||
| 0.1.14 | 2023-06-08 | ||||
| 0.1.13 | 2023-06-08 | ||||
| 0.1.12 | 2023-06-01 | ||||
| 0.1.11 | 2023-05-30 | ||||
| 0.1.10 | 2023-05-26 | ||||
| 0.1.9 | 2023-05-25 | ||||
| 0.1.8 | 2023-05-25 | ||||
| 0.1.7 | 2023-05-24 | ||||
| 0.1.6 | 2023-05-24 | ||||
| 0.1.5 | 2023-05-22 | ||||
| 0.1.4 | 2023-05-19 | ||||
| 0.1.3 | 2023-05-19 | ||||
| 0.1.2 | 2023-05-19 | ||||
| 0.1.1 | 2023-05-16 | ||||
| 0.1.0 | 2023-05-12 | ||||
| 0.0.99 | 2023-05-09 | ||||
| 0.0.98 | 2023-05-05 | ||||
| 0.0.97 | 2023-04-28 | ||||
| 0.0.96 | 2023-04-25 | ||||
| 0.0.95 | 2023-04-24 | ||||
| 0.0.94 | 2023-04-21 | ||||
| 0.0.93 | 2023-04-20 | ||||
| 0.0.92 | 2023-04-19 | ||||
| 0.0.91 | 2023-04-18 | ||||
| 0.0.90 | 2023-04-18 | ||||
| 0.0.89 | 2023-04-11 | ||||
| 0.0.88 | 2023-04-07 | ||||
| 0.0.87 yanked | 2023-04-04 | ||||
| 0.0.86 | 2023-04-03 | ||||
| 0.0.85 | 2023-04-03 | ||||
| 0.0.84 | 2023-03-30 | ||||
| 0.0.83 | 2023-03-29 | ||||
| 0.0.82 | 2023-03-28 | ||||
| 0.0.81 | 2023-03-27 | ||||
| 0.0.80 | 2023-03-27 | ||||
| 0.0.79 | 2023-03-24 | ||||
| 0.0.78 | 2023-03-22 | ||||
| 0.0.77 | 2023-03-21 | ||||
| 0.0.76 | 2023-03-20 | ||||
| 0.0.75 | 2023-02-27 | ||||
| 0.0.74 | 2023-02-22 | ||||
| 0.0.73 | 2023-02-21 | ||||
| 0.0.72 | 2023-02-17 | ||||
| 0.0.71 | 2023-02-13 | ||||
| 0.0.70 | 2023-02-07 | ||||
| 0.0.69 | 2023-02-02 | ||||
| 0.0.68 | 2023-02-01 | ||||
| 0.0.67 | 2023-02-01 | ||||
| 0.0.66 | 2023-01-31 | ||||
| 0.0.65 | 2023-01-27 | ||||
| 0.0.64 | 2023-01-27 | ||||
| 0.0.63 | 2023-01-23 | ||||
| 0.0.62 | 2023-01-19 | ||||
| 0.0.61 | 2023-01-18 | ||||
| 0.0.60 | 2023-01-17 | ||||
| 0.0.59 | 2023-01-12 | ||||
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| 0.0.58 | 2023-01-11 | ||||
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| 0.0.57 | 2023-01-06 | ||||
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| 0.0.56 | 2023-01-04 | ||||
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| 0.0.55 | 2022-12-21 | ||||
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| 0.0.54 | 2022-12-20 | ||||
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| 0.0.53 | 2022-12-19 | ||||
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| 0.0.52 | 2022-12-12 | ||||
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| 0.0.51 | 2022-12-08 | ||||
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| 0.0.50 yanked | 2022-12-08 | ||||
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| 0.0.49 | 2022-12-02 | ||||
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| 0.0.48 | 2022-11-30 | ||||
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| 0.0.47 yanked | 2022-11-30 | ||||
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| 0.0.45 | 2022-11-25 | ||||
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| 0.0.44 yanked | 2022-11-25 | ||||
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| 0.0.43 | 2022-11-23 | ||||
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| 0.0.42 | 2022-11-23 | ||||
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| 0.0.41 | 2022-11-09 | ||||
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| 0.0.40 | 2022-11-08 | ||||
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| 0.0.39 | 2022-10-31 | ||||
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| 0.0.38 | 2022-10-27 | ||||
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| 0.0.37 | 2022-10-26 | ||||
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| 0.0.36 | 2022-10-20 | ||||
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| 0.0.35 | 2022-10-18 | ||||
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| 0.0.34 | 2022-10-12 | ||||
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| 0.0.33 | 2022-10-06 | ||||
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| 0.0.32 | 2022-09-30 | ||||
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| 0.0.16 | 2022-08-03 | ||||
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| 0.0.15 | 2022-08-02 | ||||
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| 0.0.13 | 2022-08-02 | ||||
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| 0.0.12 | 2022-08-01 | ||||
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| 0.0.11 | 2022-08-01 | ||||
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| 0.0.10 | 2022-08-01 | ||||
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| 0.0.9 | 2022-07-29 | ||||
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| 0.0.8 | 2022-07-29 | ||||
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| 0.0.7 | 2022-07-26 | ||||
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| 0.0.6 | 2022-07-25 | ||||
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| 0.0.5 | 2022-07-21 | ||||
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| 0.0.4 | 2022-07-21 | ||||
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| 0.0.3 | 2022-07-21 | ||||
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| 0.0.2 | 2022-07-20 | ||||
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| 0.0.1 | 2022-07-19 | ||||
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