# Adoption baseline

Observed 2026-10-08T22:09:36.209356+00:00. This is the first distribution baseline, not active users or production adoption.

| Signal | Observed |
| --- | ---: |
| Stars | 0 |
| Forks | 0 |
| Watchers | 0 |
| Issues (all) | 0 |
| Pull requests (all) | 0 |
| External non-bot commit contributors | 0 |
| Discussions | 0 |

Release asset downloads: [{"tag": "v1.0.0", "downloads": 27, "assets": [{"name": "checksums.txt", "downloads": 6}, {"name": "implicit-core-docs-1.0.0.zip", "downloads": 3}, {"name": "implicit-core-plugin-1.0.0.zip", "downloads": 3}, {"name": "implicit-core-public-source-1.0.0.zip", "downloads": 3}, {"name": "implicit_ai-1.0.0-py3-none-any.whl", "downloads": 6}, {"name": "implicit_ai-1.0.0.tar.gz", "downloads": 6}]}, {"tag": "v1.0.0rc2", "downloads": 21, "assets": [{"name": "checksums.txt", "downloads": 4}, {"name": "implicit-core-docs-1.0.0rc2.zip", "downloads": 3}, {"name": "implicit-core-plugin-1.0.0rc2.zip", "downloads": 3}, {"name": "implicit-core-public-source-1.0.0rc2.zip", "downloads": 3}, {"name": "implicit_ai-1.0.0rc2-py3-none-any.whl", "downloads": 4}, {"name": "implicit_ai-1.0.0rc2.tar.gz", "downloads": 4}]}]

PyPIStats recent download observation: {"source": "https://pypistats.org/api/packages/implicit-ai/recent", "http_status": 404, "data": null, "reason": "Not Found"}

GitHub views/clones are available only through owner access and are preserved privately. Search indexing, citations, backlinks, public mentions and active users are not measured by these counters; unavailable values are null, not zero. Our install checks and CI can contribute to download/traffic counters. No hidden telemetry or identification of anonymous users is used.

[Machine-readable snapshot](ADOPTION_METRICS.json), [measurement method](docs/ADOPTION.md), [repeatable script](tools/adoption_snapshot.py). Install: `pip install implicit-ai`.