neuralib-parser
Data parsers for neuroscience research tools and file formats, providing unified interfaces for segmentation, morphology, imaging, tracking, and confocal microscopy data.
Overview
neuralib-parser provides Python parsers and data structures for output from open-source packages and specific imaging
devices. It includes:
- Segmentation: Cellpose, StarDist cell segmentation
- Morphology: SWC neuron morphology files
- Imaging: Suite2p, Scanbox data formats
- Tracking: DeepLabCut, Facemap behavioral tracking
- Confocal Scans: Zeiss CZI, LSM file formats
Installation
From PyPI
pip install neuralib-parser
With Optional Dependencies
# StarDist support
pip install neuralib-parser[stardist]
# Suite2p integration
pip install neuralib-parser[suite2p]
# Zeiss CZI format support
pip install neuralib-parser[czi]
# Scanbox reader
pip install neuralib-parser[sbx]
# All features
pip install neuralib-parser[all]
From Source (uv recommended)
git clone https://github.com/ytsimon2004/neuralib2.git
cd neuralib2/packages/neuralib-parser
uv pip install -e . # Basic installation
uv pip install -e ".[all]" # With optional features
Requirements
- Python 3.11 or 3.12
- Core dependencies:
neuralib-utils,numpy - See
pyproject.tomlfor optional dependencies
Documentation
- Main Documentation: https://neuralib2.readthedocs.io/
- GitHub Repository: https://github.com/ytsimon2004/neuralib2
- Issue Tracker: https://github.com/ytsimon2004/neuralib2/issues
Important Notes
StarDist and NumPy 2.x
StarDist 0.9.2 supports NumPy 2.x. The stardist extra uses stardist>=0.9.2.
License
BSD 3-Clause License. See LICENSE file for details.
Contributing
Contributions are welcome! Please:
- Fork the repository
- Create a feature branch
- Submit a pull request with clear description
For bug reports and feature requests, use the GitHub issue tracker.
Acknowledgments
This package provides interfaces to:
Metadata
Release files for neuralib-parser 0.7.2
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