pmdarima
Auto ARIMA time series forecasting equivalent to R's forecast package.
ML and data science PyPI MIT
How pmdarima is used
pmdarima joined the catalog on its public numbers (384,008 downloads a week on PyPI and 1,737 GitHub stars), not on our project count: it is a dependency in 14 public GitHub projects of our scan, 1 of them set up for AI coding agents. Projects that use it most often also use Matplotlib (100.0%), NumPy (100.0%), pandas (100.0%).
pmdarima popularity over time
Gid Score 38: downloads 55, use in agent projects 22, GitHub stars 21, downloads trend 50 (each 0-100). How it is calculated.
Often used with pmdarima
| Matplotlib | 100.0% of pmdarima projects · 37.2× more than average |
|---|---|
| NumPy | 100.0% of pmdarima projects · 17.2× more than average |
| pandas | 100.0% of pmdarima projects · 23.3× more than average |
| Requests | 100.0% of pmdarima projects · 14.7× more than average |
| scikit-learn | 100.0% of pmdarima projects · 46.7× more than average |
| SciPy | 100.0% of pmdarima projects · 55.0× more than average |
| cloudpickle | 92.9% of pmdarima projects · 720.9× more than average |
| Plotly | 92.9% of pmdarima projects · 101.2× more than average |
How pmdarima is funded
GitHub Sponsors
| @tgsmith61591 | 0 current sponsors |
|---|---|
| @aaronreidsmith | 0 current sponsors |
GitHub shows how many people and companies sponsor an account, not how much they pay. Sponsors of a person back all of their work.
Ways to fund pmdarima
GitHub Sponsors GitHub Sponsors
As the maintainers list them in FUNDING.yml on GitHub. Checked Oct 20, 2026.
Install
| Package | pip install pmdarima |
|---|---|
| Main stacks | Python (14) |
| Example projects | retkowsky/azure-content-understanding-ga |
Alternatives to pmdarima
In our scan, none of the most used tools in ML and data science does the same job as pmdarima: they are add-ons, companions or tools for a different task.
More in ML and data science: NumPy pandas scikit-learn SciPy PyTorch Sentence Transformers Hugging Face Transformers NetworkX