PyPI Stats
giotto-ai

giotto-tda

A high-performance topological machine learning toolbox in Python
PyPI GitHub

Shared Repository

This package shares its GitHub repository (giotto-ai/giotto-tda) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
614
Week
2.6K
Month
12.6K
Stars
986
Forks
198
Issues
61
Version
0.6.2

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
30
Popularity
64
Adoption
41
Community
65
How the maintenance status was determined
Last commit
706 days ago
Monthly downloads
12,619
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
12,619
Stars
986
Stars per 1k downloads
78.14
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
365
Month daily avg
421
Momentum
-13.3%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
License categories
License
GNU AGPLv3
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
706 days ago
Total releases
13
Releases/year
2.1
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
26
Monthly downloads
12,619
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
80
 
Issue Burden
61.9
per 1k stars
Discussions
33.5
per 1k stars
Fork Ratio
13.1%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 170
Windows 15
macOS 12

Python Versions

3.12
38.5% 75
3.10
34.4% 67
3.11
17.4% 34
3.13
6.7% 13
3.9
3.1% 6

Top Countries

1. US US
137
2. CA CA
9
3. TW TW
7
4. IT IT
6
5. EE EE
5
6. IN IN
5
7. SG SG
5
8. NL NL
4
9. RO RO
4
10. MX MX
3

Dependencies

9
34 optional dependencies

Used By

7

Package Information

License
GNU AGPLv3
First Release
January 23, 2020
Last Release
1 year ago
Last Commit
1 year ago
Latest Version
0.6.2
Total Releases
13
Contributors
26
Open PRs
9
Archived
No
Python Versions
3.7 3.8 3.9 3.10 3.11 3.12
Wheels
cp310 cp311 cp312 cp38
Keywords
machine learning topological data analysis persistent homology persistence diagrams Mapper
Topics
topological-machine-learning topological-data-analysis machine-learning scikit-learn tda mapper topology computational-topology
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links