PyRank
sdv-dev

ctgan

Conditional GAN for generating synthetic tabular data.
PyPI GitHub
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Verified repo
Monthly downloads
77.0K
Weekly downloads
20.3K
GitHub stars
1.6K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.12.1
Requires Python
<3.15,>=3.9
Licence
BUSL-1.1
Last Release
8 months ago
First Release
November 8, 2019
Total Releases
78
Python Versions
3 3.9 3.10 3.11 3.12 3.13 3.14
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
90
Popularity
70
Adoption
78
Community
65
Provenance
100
How the maintenance status was determined
Last commit
9 days ago
Monthly downloads
77,012
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
77,012
Stars
1,572
Stars per 1k downloads
20.41
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
2,902
Month daily avg
2,567
Momentum
+13.1%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
<3.15,>=3.9
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
BUSL-1.1
Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
• Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
245 days ago
Total releases
78
Releases/year
11.2
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
24
Monthly downloads
77,012
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
65
 
Issue Burden
19.7
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
7.2%
contrib / forks
Stale Release
236d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 1.2K
Windows 47
macOS 27

Python Versions

3.12
31.0% 309
3.10
21.7% 216
3.11
18.4% 183
3.13
15.6% 156
3.14
13.3% 133

Top Countries

1. US US
933
2. DE DE
83
3. SG SG
76
4. NL NL
65
5. IE IE
54
6. IN IN
33
7. HK HK
10
8. TW TW
8
9. CH CH
7
10. CN CN
7

Weekly Downloads

GitHub Stars

Dependencies

5
  • numpy >=1.21.0
    python_version < "3.10"
  • pandas >=1.4.0
    python_version < "3.11"
  • rdt >=1.14.0
    python_version < "3.14"
  • torch >=1.13.0
    python_version < "3.11"
  • tqdm >=4.29
16 optional dependencies

Used By

11
View all 11 dependents

Repository details

Forks
335
Issues
31
Last Commit
1 week ago
Contributors
24
Open PRs
9
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Keywords
ctgan
Sources and methodology