The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
active 2024-04-18 → 2026-02-25 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 679 days from 2024-04-18 to 2026-02-25. Pushes: 94 total, peak 12 in a day. Pull requests: 19 total, peak 7 in a day. Issues: 6 total, peak 1 in a day. Comments: 12 total, peak 2 in a day. Stars: 24 total, peak 3 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| LilJing | 118 | 92 | 17 | 9 |
| sagarsimha | 5 | 0 | 0 | 2 |
| ryan-odea | 4 | 2 | 2 | 0 |
| jgonzhijon | 2 | 0 | 0 | 1 |
| saeedmehrang | 1 | 0 | 0 | 0 |
| chungkham | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#22LilJing2025-09-16 03:28Issue with simulating categorical variables
- Issue comment#22LilJing2025-09-07 05:15Issue with simulating categorical variables
- Issue#22sagarsimha2025-08-24 07:35Issue with simulating categorical variables
- Issue comment#21LilJing2025-07-10 01:40Issue with multinomial model in pygformula when using categorical covariates with more than 6 levels
- Issue comment#21jgonzhijon2025-05-19 06:45Issue with multinomial model in pygformula when using categorical covariates with more than 6 levels
- Issue comment#21LilJing2025-05-18 05:16Issue with multinomial model in pygformula when using categorical covariates with more than 6 levels
- Issue#21jgonzhijon2025-05-15 11:36Issue with multinomial model in pygformula when using categorical covariates with more than 6 levels
- Issue#20sagarsimha2025-04-06 16:11Competing event only allowed for 'survival' and not for 'end of follow-up'
- Issue comment#19LilJing2025-03-16 03:51Dependencies are missing in your pypi package release
- Issue#19saeedmehrang2025-03-13 13:26Dependencies are missing in your pypi package release
- Issue comment#18LilJing2025-01-04 02:21Got error all the time
- Issue#18chungkham2024-12-24 08:55Got error all the time
- Issue comment#17LilJing2024-11-15 20:10Distribution to sample from when simulating from custom predict
- Issue comment#17sagarsimha2024-11-15 14:51Distribution to sample from when simulating from custom predict
- Issue comment#17LilJing2024-11-01 03:11Distribution to sample from when simulating from custom predict
- Issue comment#17sagarsimha2024-10-31 10:43Distribution to sample from when simulating from custom predict
- Issue comment#17LilJing2024-10-23 02:33Distribution to sample from when simulating from custom predict
- Issue#17sagarsimha2024-10-21 11:21Distribution to sample from when simulating from custom predict
- Pull request#16LilJing2024-09-11 18:57
- Pull request#16LilJing2024-09-11 18:48
- ReleaseLilJing2024-08-01 00:02v1.1.3
- Pull request#15ryan-odea2024-07-31 23:53
- Pull request#15ryan-odea2024-07-31 23:32
- Pull request#14LilJing2024-05-11 02:11
- Pull request#14LilJing2024-05-11 02:11
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 24 stars here means stars gained during the window, not the repo's star count.