PyRank
py-econometrics

pyfixest

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax
PyPI GitHub
More links
Download Stats Tracker
Monthly downloads
130.5K
Weekly downloads
29.5K
GitHub stars
355

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

Package Information

Latest Version
0.60.0
Requires Python
>=3.10
Licence
MIT
Last Release
4 months ago
Author
Styfen Schär
First Release
April 27, 2023
Total Releases
82
Python Versions
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
100
Popularity
56
Adoption
61
Community
90
Provenance
0
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
130,478
• 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
130,478
Stars
355
Stars per 1k downloads
2.72
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
4,210
Month daily avg
4,349
Momentum
-3.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.10
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
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
127 days ago
Total releases
82
Releases/year
23.6
• 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
58
Monthly downloads
130,478
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
85
 
Issue Burden
538.0
per 1k stars
Discussions
25.4
per 1k stars
Fork Ratio
53.7%
contrib / forks
Stale Release
121d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 3.7K
Windows 156
macOS 111

Python Versions

3.12
69.8% 2.8K
3.13
14.0% 555
3.10
7.7% 306
3.11
6.0% 237
3.14
2.5% 99

Top Countries

1. US US
3.9K
2. CN CN
113
3. DE DE
112
4. NL NL
41
5. SG SG
37
6. JP JP
25
7. HK HK
21
8. GB GB
16
9. ES ES
15
10. AU AU
13

Weekly Downloads

GitHub Stars

Dependencies

10
7 optional dependencies
  • jax>=0.4.15[jax]
    extra == "jax"
  • lets-plot>=4.0.0[plots]
    extra == "plots"
  • linearmodels[benchmarks]
    extra == "benchmarks"
  • numba>=0.58.0[numba]
    extra == "numba"
  • pyarrow[benchmarks]
    extra == "benchmarks"
  • statsmodels[benchmarks]
    extra == "benchmarks"
  • torch>=2.0[torch]
    extra == "torch"

Used By

15
View all 15 dependents

Repository details

Forks
108
Issues
191
Last Commit
1 week ago
Contributors
58
Open PRs
60
Archived
No

Data and sources

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