Repository for benchmarking different imputation methods for survey data.
active 2025-02-25 → 2025-04-04 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 39 days from 2025-02-25 to 2025-04-04. Pushes: 5 total, peak 1 in a day. Pull requests: 13 total, peak 3 in a day. Issues: 30 total, peak 9 in a day. Comments: 53 total, peak 16 in a day. Stars: 0 total, peak 0 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 |
|---|---|---|---|---|
| nikhilwoodruff | 64 | 3 | 1 | 32 |
| MaxGhenis | 27 | 2 | 3 | 7 |
| juaristi22 | 26 | 0 | 9 | 6 |
| mikesmit | 8 | 0 | 0 | 5 |
| vahid-ahmadi | 3 | 0 | 0 | 2 |
| codecov[bot] | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#32codecov[bot]2025-04-04 21:58Document package
- Pull request#32juaristi222025-04-04 18:45
- Issue#9nikhilwoodruff2025-04-04 14:39Implement proper error handling with logging
- Issue#12nikhilwoodruff2025-04-04 14:39Add input validation to functions
- Issue#6nikhilwoodruff2025-04-04 14:39Fix inconsistent imports and improve module structure
- Issue#25nikhilwoodruff2025-04-04 14:39Design consistent Python API for multiple imputation methods
- Issue#27nikhilwoodruff2025-04-04 14:39Test on iris dataset
- Issue comment#5nikhilwoodruff2025-04-01 13:50Add proper testing framework with pytest
- Issue comment#11nikhilwoodruff2025-04-01 13:38Create requirements.lock file for reproducible environments
- Issue comment#28nikhilwoodruff2025-04-01 13:16Imputer consistent api
- Issue#31nikhilwoodruff2025-03-24 14:13Add GitHub pages documentation with Jupyter Book
- Issue#30nikhilwoodruff2025-03-24 14:13Publish package to PyPI
- Issue#29nikhilwoodruff2025-03-24 14:13Rename package to `microimpute`
- Issue#25juaristi222025-03-14 15:32Design consistent Python API for multiple imputation methods
- Issue#25juaristi222025-03-14 15:31Design consistent Python API for multiple imputation methods
- Issue#2juaristi222025-03-14 15:08Add module with function for each model to impute on a dataset
- Pull request#28juaristi222025-03-13 21:26
- Issue#3MaxGhenis2025-03-13 18:39Add function to compute quantile loss on a given dataframe for each model and quantile
- Pull request#26MaxGhenis2025-03-13 18:39
- Issue#27MaxGhenis2025-03-13 18:39Test on iris dataset
- Pull request#26juaristi222025-03-13 18:32
- Issue#25MaxGhenis2025-03-13 18:30Design consistent Python API for multiple imputation methods
- Issue comment#24MaxGhenis2025-03-11 20:37Move all required data files to huggingface
- Pull request#21juaristi222025-03-11 20:34
- Issue#18nikhilwoodruff2025-03-11 20:32statsmodels-type interface
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.