A hybrid recommender system using content-based and collaborative filtering with a data adapter for dynamic datasets.
active 2026-05-06 → 2026-07-28 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 84 days from 2026-05-06 to 2026-07-28. Pushes: 243 total, peak 21 in a day. Pull requests: 275 total, peak 79 in a day. Issues: 326 total, peak 75 in a day. Comments: 1,239 total, peak 621 in a day. Stars: 4 total, peak 1 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 |
|---|---|---|---|---|
| github-actions[bot] | 1.5K | 0 | 181 | 1.1K |
| leonagoel | 431 | 243 | 20 | 15 |
| tmdeveloper007 | 40 | 0 | 24 | 7 |
| Copilot | 12 | 0 | 0 | 10 |
| sanrishi | 10 | 0 | 8 | 1 |
| 2024itb047samata | 8 | 0 | 6 | 2 |
| Pcmhacker-piro | 7 | 0 | 0 | 4 |
| Asritha11111 | 6 | 0 | 5 | 1 |
| koushik-gupta | 5 | 0 | 1 | 2 |
| Ridanshi | 5 | 0 | 0 | 2 |
| saurabhhhcodes | 5 | 0 | 2 | 3 |
| sanudking | 5 | 0 | 0 | 5 |
| jainiksha | 4 | 0 | 0 | 3 |
| VIDYANKSHINI | 4 | 0 | 2 | 2 |
| ArshVermaGit | 4 | 0 | 2 | 0 |
| DeepeshKafalatiya | 4 | 0 | 0 | 0 |
| SOHALIYAJAY | 3 | 0 | 2 | 1 |
| Pratikshya32 | 3 | 0 | 1 | 1 |
| harshil6-lab | 3 | 0 | 1 | 1 |
| Antra1705 | 3 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#23github-actions[bot]2026-07-28 03:45Add pagination to product listing API endpoint
- Issue comment#1074github-actions[bot]2026-07-28 03:44[Bug]: Incompatible Method Signatures in CollaborativeRecommender
- Issue comment#1453suhaniiz2026-07-25 04:40[Bug]: security fix timing attack vulnerability in admin access dependency
- Issue comment#1531github-actions[bot]2026-07-11 03:50Security: User preference data not encrypted, privacy risk in multi-tenant setup
- Issue comment#602github-actions[bot]2026-07-07 04:31Feature: Set up automated unit and integration test suite for hybrid-recommender core controllers
- Issue#1766github-actions[bot]2026-07-05 19:29bug: `POST /api/build` rebuilds all three models (TF-IDF, SVD, VADER) from scratch on every call — rebuilding takes significant time on large datasets and blocks the API server during model training
- Issue#1765github-actions[bot]2026-07-05 07:02[Bug]: POST /api/feedback does not persist feedback or return a response body
- Issue comment#1765github-actions[bot]2026-07-05 07:02[Bug]: POST /api/feedback does not persist feedback or return a response body
- Issue comment#1764github-actions[bot]2026-07-04 17:41fix: self-recommendation bug and wire explain parameter (#1761, #1760)
- Issue comment#490github-actions[bot]2026-07-03 04:24Streamlit relative asset directory mapping fix
- Issue comment#1686github-actions[bot]2026-07-02 06:59Fix/setup powershell fence
- Issue comment#1742github-actions[bot]2026-07-02 06:59bug(#1725): fix cache get double-read, race condition with expired entries, and search cache omission
- Issue comment#1743github-actions[bot]2026-07-02 06:59feat(#1726): implement context-aware recommendation reranking using real-time weather and time data
- Issue comment#1746github-actions[bot]2026-07-02 06:59feat(1729): implement websocket-based progressive loading
- Issue comment#790github-actions[bot]2026-07-02 06:59feat: add Supabase storage for feedback (RLHF Part 2/3)
- Issue comment#722github-actions[bot]2026-07-02 06:59security: add bcrypt password hashing helpers
- Issue comment#814github-actions[bot]2026-07-02 06:59enhancement: add type hints to nlp_engine.py functions (#542)
- Pull request#1677leonagoel2026-07-02 06:59
- Pull request#1677leonagoel2026-07-02 06:59
- Issue comment#1349github-actions[bot]2026-07-01 05:04[Bug]: Evaluation Pipeline Uses Item-Based Recommendations for User Personalization Metrics
- Issue comment#1755github-actions[bot]2026-06-30 05:39Title: fix: Remove unreachable nested function in src/model/nlp_engine.py
- Issue#1753knoxiboy2026-06-30 05:29[Feature] Implement Explainable Recommendations with "Why This Item?" Tooltips
- Issue comment#1752github-actions[bot]2026-06-30 05:24[Feature] Implement Real-Time Recommendation Re-Ranking Based on User Session Behavior
- Issue comment#294github-actions[bot]2026-06-30 04:42security: Insecure direct object reference on user history endpoint
- Issue#1667Mansi09052026-06-28 08:58[Bug]: Weight Redistribution Logic Incorrect When Both collab_model and sentiment_map Are Absent
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 4 stars here means stars gained during the window, not the repo's star count.