PyPI Stats
pytorch-tabular

pytorch-tabular

A unified framework for Deep Learning Models on tabular data
PyPI GitHub
Downloads
Day
462
Week
2.2K
Month
29.2K
Stars
1.7K
Forks
178
Issues
16
Version
1.2.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
70
Popularity
67
Adoption
44
Community
60
How the maintenance status was determined
Last commit
79 days ago
Monthly downloads
29,183
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
29,183
Stars
1,659
Stars per 1k downloads
56.85
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
313
Month daily avg
973
Momentum
-67.8%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.15,>=3.10
Cutting Edge
Minimum supported version is 3.12 or newer
• Modern
Minimum supported version is 3.9, 3.10, or 3.11
Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• 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
99 days ago
Total releases
14
Releases/year
2.7
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
25
Monthly downloads
29,183
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
72
 
Issue Burden
9.6
per 1k stars
Discussions
26.5
per 1k stars
Fork Ratio
14.0%
contrib / forks
Stale Release
No
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 205
Windows 10

Python Versions

3.12
72.3% 154
3.11
11.7% 25
3.10
9.4% 20
3.13
4.7% 10
3.14
1.9% 4

Top Countries

1. US US
182
2. SE SE
34
3. CN CN
22
4. SG SG
11
5. NL NL
10
6. BR BR
4
7. AU AU
2
8. IL IL
2
9. IN IN
2
10. JP JP
2

Dependencies

11
25 optional dependencies

Used By

2

Package Information

License
MIT
First Release
January 26, 2021
Last Release
3 months ago
Last Commit
2 months ago
Latest Version
1.2.0
Total Releases
14
Contributors
25
Open PRs
18
Archived
No
Python Versions
3 3.10 3.11 3.12 3.13 3.14
Wheels
py3
Keywords
pytorch tabular pytorch-lightning neural network
Topics
tabular-data deep-learning pytorch pytorch-lightning hacktoberfest machine-learning
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links