ossm-lab provides the analysis lab of the OSSM ecosystem. It implements standardized pipelines and methods to evaluate models on tasks, ensuring results are comparable and reproducible. It is one of the core packages of the OSSM ecosystem, supported by the NWO Open Science Fund.
This package is part of an open, community-driven ecosystem for computational sensorimotor neuroscience. By standardizing evaluation methods, benchmarks, and metrics, ossm-lab allows researchers to systematically compare models and build cumulative scientific knowledge. The long-term goal is a community lab of analysis tools that grows alongside the model and task catalogues.
Please note that ossm-lab is under early development. Features are incomplete.
- Standardized pipelines: Consistent analysis structure inspired.
- Benchmark metrics: Compare models on performance, mechanisms, and data alignment.
- Extensible: Easy to add new analysis methods using a registry/decorator system.
Requires Python 3.11+.
pip install -e .ossm-base– shared types and utilitiesossm-models– model catalogue & SMS standardossm-tasks– task catalogue & STEF standard
We welcome contributions! Please see CONTRIBUTING.md.
GPL-3.0. See LICENSE.