Why use pyAMARES?

Open Access:

  1. Free and Open Source: PyAMARES is a free, open-source MRS fitting tool.

  2. Standalone or Integrated: It functions as a standalone program or can be integrated into existing MRS processing pipelines.

  3. Runs on Multiple Platforms: Local PCs; Web-based platforms like Google Colab; Remote Linux servers

Flexibility:

  1. Customizable Parameters: Easily fix or fit any parameters.

  2. Mathematical Constraints: Use mathematical expressions to constrain parameters.

  3. Advanced Controls: Complex constraints; Objective functions; Convergence thresholds

User-Friendly:

  1. Easy Installation and Operation

  2. Editable Parameters: Parameters can be edited via spreadsheet software like Excel or Open Office.

Versatile Fitting Capabilities:

  1. Optional Prior Knowledge: Capable of fitting MRS data even with unknown species.

  2. Frequency-Selective AMARES Algorithms: Features frequency-selective AMARES algorithms.