Extending TidyMS2

The OnMemorySampleStorage class implements the sample storage protocol and is suited for most sample preprocessing workflows.

Implementation

TidyMS is built on top of some of the more battle tested Python libraries:

pydantic

All TidyMS data models are defined as pydantic models, ensuring robust data validations along data preprocessing pipelines.

numpy

raw spectral data and ROIs

scipy

All numerical algorithms

scikit-learn

Learning algorithms