Clearbox AI's all-in-one solution for generation and evaluation of synthetic tabular and time-series data.
Project description
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 utility and, when necessary, the privacy level of synthetic data.
Dive into the Wiki section of the documentation to explore everything about the library! 🚀
Installation
$ pip install clearbox-synthetic-kit
[!IMPORTANT] The current version of clearbox-synthetic-kit works only on Linux and MacOS
Try it out
Get a quick overview of the generation process with Clearbox Synthetic Kit.
Find other examples and use cases here.
Contacts
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file clearbox_synthetic_kit-0.6.13.tar.gz.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13.tar.gz
- Upload date:
- Size: 7.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
dda675f73cfe0043ca3e8f04d13ed666773750814ecbc055f85b09fca8ba9492
|
|
| MD5 |
1a4119424a457c740b13d1693b8c8050
|
|
| BLAKE2b-256 |
bd192ce155491b340a85dd2d2c4a77f87fb4c9f302d2c8aaf6372fc5beeaec36
|
File details
Details for the file clearbox_synthetic_kit-0.6.13-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 6.4 MB
- Tags: CPython 3.12, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
24eefae5e62f4986bb70511a0b7499f50726b4a2fb4d5b47df796e5f0b01009a
|
|
| MD5 |
3abba62ce76d7a3e3a8e2e79470604a4
|
|
| BLAKE2b-256 |
8ae95c0c114e4299378c6a9e274f5aae1cad001dfa4b58f38d5813793106aefb
|
File details
Details for the file clearbox_synthetic_kit-0.6.13-cp312-cp312-macosx_10_13_universal2.whl.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13-cp312-cp312-macosx_10_13_universal2.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.12, macOS 10.13+ universal2 (ARM64, x86-64)
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
08924a7518cf353b6d9ac13ba58485186988e23db2811b35ba226da6d2794f36
|
|
| MD5 |
ebfd72114d30fde25546836c1b1abd09
|
|
| BLAKE2b-256 |
a0a7273057ec398b7611797e32d1cfbe0ac4d73f1fa25c756a00467f85befcd6
|
File details
Details for the file clearbox_synthetic_kit-0.6.13-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 6.4 MB
- Tags: CPython 3.11, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
20bd52eea49badc8f1ef1610ecfa3000871714046a4cc575cef4ae2d365ddd9e
|
|
| MD5 |
65a144e3e67b0dd48239c95e99892805
|
|
| BLAKE2b-256 |
aefb22e3b189d8290ad5b69bffb8812ca0a14136ac364ec1d3bcd349bba16a9c
|
File details
Details for the file clearbox_synthetic_kit-0.6.13-cp311-cp311-macosx_10_9_universal2.whl.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13-cp311-cp311-macosx_10_9_universal2.whl
- Upload date:
- Size: 2.0 MB
- Tags: CPython 3.11, macOS 10.9+ universal2 (ARM64, x86-64)
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
23983c618eb20ec2da14b48baa193a6dad6a0d11facf6e013db689883facde5d
|
|
| MD5 |
0df7936d9b9982a628bf5e9b8e1d3781
|
|
| BLAKE2b-256 |
12361d2b3dd7f72868ab85011877b5b1692e3a00221015e4ace00af50fa1db10
|
File details
Details for the file clearbox_synthetic_kit-0.6.13-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
- Upload date:
- Size: 6.0 MB
- Tags: CPython 3.10, manylinux: glibc 2.17+ x86-64
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a12eae50c74da5c1e3ae5783d71956903555d2c9177601b0e810136f37995d63
|
|
| MD5 |
bd494bc8147267f8b0203bee60179aac
|
|
| BLAKE2b-256 |
b46a17535635459b310747ccbdfaf811d2d3f3973a864209389b886895f17c10
|
File details
Details for the file clearbox_synthetic_kit-0.6.13-cp310-cp310-macosx_10_9_universal2.whl.
File metadata
- Download URL: clearbox_synthetic_kit-0.6.13-cp310-cp310-macosx_10_9_universal2.whl
- Upload date:
- Size: 1.9 MB
- Tags: CPython 3.10, macOS 10.9+ universal2 (ARM64, x86-64)
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.1.0 CPython/3.11.12
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
842bc319e06d1e11d53f68e937101a0199a8c6683bfcad65d0ddc2b315e45c45
|
|
| MD5 |
861dfaa3b88d246f54e6d9c145aa9a9e
|
|
| BLAKE2b-256 |
53ef53ab7961dbad993c3f5c9c7ef82978f36cfe75e9a8ee755eae1fdc9b9378
|
