Why use pyAMARES?
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**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.