A Python implementation of LightFM, a hybrid recommendation algorithm. 广告推荐算法
Python · active 2023-08-15 → 2026-05-03 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 993 days from 2023-08-15 to 2026-05-03. Pushes: 0 total, peak 0 in a day. Pull requests: 10 total, peak 2 in a day. Issues: 21 total, peak 2 in a day. Comments: 57 total, peak 3 in a day. Stars: 674 total, peak 7 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 |
|---|---|---|---|---|
| RILUCK | 7 | 0 | 0 | 5 |
| daviddavo | 5 | 0 | 1 | 3 |
| feldlime | 5 | 0 | 4 | 1 |
| Saba101 | 3 | 0 | 0 | 3 |
| saba-zones | 3 | 0 | 0 | 2 |
| Terfy03 | 2 | 0 | 0 | 2 |
| azarezade | 2 | 0 | 0 | 2 |
| sypan | 2 | 0 | 0 | 2 |
| BianchiGiulia | 2 | 0 | 0 | 0 |
| VictorAraki | 2 | 0 | 0 | 2 |
| K-Winkles | 2 | 0 | 0 | 2 |
| dym-ok | 2 | 0 | 0 | 2 |
| PeterJCLaw | 2 | 0 | 0 | 2 |
| wiem-2001 | 1 | 0 | 0 | 1 |
| midodimori | 1 | 0 | 1 | 0 |
| MariaZharova | 1 | 0 | 0 | 0 |
| akash-kwiff | 1 | 0 | 0 | 1 |
| JasonnnW3000 | 1 | 0 | 1 | 0 |
| Ezapataq07 | 1 | 0 | 0 | 1 |
| abadugu13 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#728pedrovinishfe2025-11-24 22:51sistemaApp
- Issue comment#687VictorAraki2025-11-24 22:13Light FM throwing an installation error: AttributeError: 'dict' object has no attribute '__LIGHTFM_SETUP__'
- Issue comment#725VictorAraki2025-11-24 22:05bug in lightfm's build system
- Issue comment#710RutanshuDesai2025-11-20 21:29Updated to Cython 3.0
- Issue comment#724Datchthana12025-11-05 02:28LightFM .fit() (loss)
- Pull request#726midodimori2025-10-31 21:45
- Issue comment#713ddofer2025-10-22 09:22Recommendation model with text embedding as item feature
- Issue comment#710daviddavo2025-10-02 05:54Updated to Cython 3.0
- Issue comment#709sergelafarge2025-10-01 15:22Can't install on Python 3.12
- Issue comment#710GarrettMooney2025-09-30 20:10Updated to Cython 3.0
- Issue comment#709wiem-20012025-07-27 21:26Can't install on Python 3.12
- Pull request#722DaikiOnodera2025-06-27 00:46
- Issue comment#709GaSkia2025-05-31 08:27Can't install on Python 3.12
- Issue comment#720butyanov2025-02-22 02:22Code silently fails after running model.fit()
- Issue comment#567DimitriosParaskevopoulos2025-02-05 13:38Incorporating Time-Dependent Interactions
- Pull request#721JasonnnW30002025-01-01 15:57
- Issue comment#687nirakar-padhy-collinson2024-11-29 08:34Light FM throwing an installation error: AttributeError: 'dict' object has no attribute '__LIGHTFM_SETUP__'
- Issue#720alexandrebiomed2024-11-28 19:16Code silently fails after running model.fit()
- Issue comment#566sn0rkmaiden2024-11-16 09:08Call predict() for every user, every item
- Issue comment#709tiagocabo2024-11-14 17:35Can't install on Python 3.12
- Issue#719MariaZharova2024-11-05 13:14Cannot learn from large numbers of interactions
- Issue#718thanhtruongtran2024-10-26 07:36Recommend for cold start user
- Pull request#717feldlime2024-10-20 11:55
- Pull request#717feldlime2024-10-20 11:55
- Issue comment#376Terfy032024-10-15 23:02How to include per-user (per-item) features (that is, an identity matrix) as part of the feature matrix you supply???
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 674 stars here means stars gained during the window, not the repo's star count.