How numpydoc is used
numpydoc is a dependency in 0 of the 6,208 public GitHub projects set up for AI coding agents that we scanned, too few to describe it from them alone. Our scan also samples projects by dependency (Solana 2,661, Ethereum and EVM 1,496, 3D and games 2,818, agent frameworks and SDKs 10,983); counting those, it appears in 32 projects, and what it is used with below comes from all of them. Projects that use it most often also use h5py (100.0%), Matplotlib (100.0%), NumPy (100.0%).
numpydoc popularity over time
Gid Score 35: downloads 52, use in agent projects 34, GitHub stars 0, downloads trend 51 (each 0-100). How it is calculated.
Often used with numpydoc
| h5py | 100.0% of numpydoc projects · 477.5× more than average |
|---|---|
| Matplotlib | 100.0% of numpydoc projects · 37.2× more than average |
| NumPy | 100.0% of numpydoc projects · 17.1× more than average |
| pandas | 96.9% of numpydoc projects · 22.5× more than average |
| astroid | 93.8% of numpydoc projects · 1940.0× more than average |
| Babel (Python) | 93.8% of numpydoc projects · 415.7× more than average |
| Bleach | 93.8% of numpydoc projects · 415.7× more than average |
| CFFI | 93.8% of numpydoc projects · 145.5× more than average |
From all 32 projects in our scan that use numpydoc, including the dependency samples.
How numpydoc is funded
Open Collective: NumPy
| Received, last 12 months | $9,425 Oct 2025 – Sep 2026 |
|---|---|
| Estimated annual budget | $8,480 Open Collective's estimate |
| Balance | $13,054 |
| Raised since the start | $182,449 · $169,395 paid out |
| Typical month median, last 12 months | $18 · $1,010 over 24 months |
| Last 12 months vs the 12 before | -57% |
| Contributors, last 12 months | 8 |
Top company backers all time
| NumFOCUS | $64,407 since Jun 2025 |
|---|---|
| Kodify Media Group | $62 since Sep 2024 |
Oct 2021Sep 2026
Money by month, last five years. First money received in Jun 2021. The typical month is the median: one big one-off donation does not move it.
The same collective is named by 1 more tool in our catalog: NumPy.
USD after payment processor fees, as Open Collective reports it; fiscal host NumFOCUS. Source
Ways to fund numpydoc
Open Collective Tidelift Own page
As the maintainers list them in FUNDING.yml on GitHub. Checked Oct 20, 2026.
Install
| Package | pip install numpydoc |
|---|---|
| Main stacks | Python (32) |
| Example projects | rsanshierli/EasyBert, AbhilashPal/MuseNet, astrazeneca-cgr-publications/JARVIS, mhd-medfa/NoisyStudent-Based-Object-Recognition, Zhou-CyberSecurity-AI/ATBA |
Alternatives to numpydoc
In our scan, none of the most used tools in Dev workflow and config does the same job as numpydoc: they are add-ons, companions or tools for a different task.
More in Dev workflow and config: dotenv Husky python-dotenv lint-staged concurrently Rich Pydantic Settings cross-env