NiBabel
Read and write neuroimaging data formats like NIfTI and DICOM for brain imaging.
ML and data science PyPI MIT
How NiBabel is used
NiBabel is a dependency in 1 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 58 projects, and what it is used with below comes from all of them. Projects that use it most often also use NumPy (98.3%), pandas (94.8%), lxml (91.4%).
NiBabel popularity over time
Gid Score 46: downloads 56, use in agent projects 43, GitHub stars n/a, downloads trend 59 (each 0-100). How it is calculated.
Often used with NiBabel
| NumPy | 98.3% of NiBabel projects · 16.9× more than average |
|---|---|
| pandas | 94.8% of NiBabel projects · 22.0× more than average |
| lxml | 91.4% of NiBabel projects · 71.8× more than average |
| Matplotlib | 91.4% of NiBabel projects · 34.0× more than average |
| Click | 89.7% of NiBabel projects · 35.9× more than average |
| packaging | 89.7% of NiBabel projects · 61.2× more than average |
| Pillow | 89.7% of NiBabel projects · 23.4× more than average |
From all 58 projects in our scan that use NiBabel, including the dependency samples.
Install
| Package | pip install nibabel |
|---|---|
| Main stacks | Python (57), Next.js (1) |
| Example projects | Luffy03/Large-Scale-Medical, Luffy03/FreeTumor, moizsaifee/kaggle-jigsaw-multilingual-toxic-comment-classification-3rd-place-solution, tomerwolgithub/question-decomposition-to-sql, kevinkawchak/physical-ai-oncology-trials |
Alternatives to NiBabel
In our scan, none of the most used tools in ML and data science does the same job as NiBabel: 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