[](https://clearbox-synthetic-kit.readthedocs.io/en/latest/?badge=latest)
[](https://pepy.tech/project/clearbox-synthetic-kit)
[](https://github.com/Clearbox-AI/clearbox-synthetic-kit)
<img src="docs/source/img/cb_purple_logo.png" width="450">
# Clearbox Synthetic Kit
### The synthetic data generation library.
Clearbox AI's all-in-one solution for generation and evaluation of synthetic **tabular** and **time-series** data.
In addition to its data generation modules, Clearbox Synthetic Kit includes a high-speed preprocessing module to prepare data for training, as well as an evaluation package designed to assess the informative content and, when necessary, the privacy level of synthetic data.
## Installation
```shell
$ pip install clearbox-synthetic-kit
```
## Try it out
Get a quick overview of the generation and evaluation process with Clearbox Synthetic Kit.
[](https://colab.research.google.com/github/Clearbox-AI/clearbox-synthetic-kit/blob/main/examples/tabular_data_generation.ipynb)
Find other examples [here](https://github.com/Clearbox-AI/clearbox-synthetic-kit/tree/main/examples).
---
### References
* Using Cython to protect a Python codebase [[Link](https://bucharjan.cz/blog/using-cython-to-protect-a-python-codebase.html)]
* Package only binary compiled so files of a python library compiled with Cython [[Link](https://stackoverflow.com/questions/39499453/package-only-binary-compiled-so-files-of-a-python-library-compiled-with-cython)]
* Distributing python packages protected with Cython [[Link](https://medium.com/swlh/distributing-python-packages-protected-with-cython-40fc29d84caf)]
* The time series generation features a modified version of TimeVQVAE [[Link](https://github.com/ML4ITS/TimeVQVAE)]
---
### Contacts
<img src="https://github.com/Clearbox-AI/clearbox-synthetic-kit/blob/main/docs/source/img/email.svg" alt="Email" width="20" height="20"> ​`info@clearbox.ai`
<img src="https://github.com/Clearbox-AI/clearbox-synthetic-kit/blob/main/docs/source/img/website.svg" alt="Website" width="20" height="20"> <a href="https://clearbox.ai" target="_blank">`https://clearbox.ai`</a>
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"description": "[](https://clearbox-synthetic-kit.readthedocs.io/en/latest/?badge=latest)\n\n[](https://pepy.tech/project/clearbox-synthetic-kit)\n[](https://github.com/Clearbox-AI/clearbox-synthetic-kit)\n\n<img src=\"docs/source/img/cb_purple_logo.png\" width=\"450\">\n\n# Clearbox Synthetic Kit\n### The synthetic data generation library.\n\nClearbox AI's all-in-one solution for generation and evaluation of synthetic **tabular** and **time-series** data.\n\nIn addition to its data generation modules, Clearbox Synthetic Kit includes a high-speed preprocessing module to prepare data for training, as well as an evaluation package designed to assess the informative content and, when necessary, the privacy level of synthetic data.\n\n## Installation\n\n```shell\n$ pip install clearbox-synthetic-kit\n```\n\n## Try it out\nGet a quick overview of the generation and evaluation process with Clearbox Synthetic Kit.\n\n[](https://colab.research.google.com/github/Clearbox-AI/clearbox-synthetic-kit/blob/main/examples/tabular_data_generation.ipynb)\n\nFind other examples [here](https://github.com/Clearbox-AI/clearbox-synthetic-kit/tree/main/examples).\n\n\n---\n\n### References\n* Using Cython to protect a Python codebase [[Link](https://bucharjan.cz/blog/using-cython-to-protect-a-python-codebase.html)]\n* Package only binary compiled so files of a python library compiled with Cython [[Link](https://stackoverflow.com/questions/39499453/package-only-binary-compiled-so-files-of-a-python-library-compiled-with-cython)]\n* Distributing python packages protected with Cython [[Link](https://medium.com/swlh/distributing-python-packages-protected-with-cython-40fc29d84caf)]\n* The time series generation features a modified version of TimeVQVAE [[Link](https://github.com/ML4ITS/TimeVQVAE)]\n\n---\n\n### Contacts\n<img src=\"https://github.com/Clearbox-AI/clearbox-synthetic-kit/blob/main/docs/source/img/email.svg\" alt=\"Email\" width=\"20\" height=\"20\"> ​`info@clearbox.ai`\n\n<img src=\"https://github.com/Clearbox-AI/clearbox-synthetic-kit/blob/main/docs/source/img/website.svg\" alt=\"Website\" width=\"20\" height=\"20\"> <a href=\"https://clearbox.ai\" target=\"_blank\">`https://clearbox.ai`</a>\n",
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