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Data Science

GNU Octave

High-level language for numerical computing compatible with many MATLAB scripts.

Why it is included

GPL-3.0+ GNU project widely used in engineering curricula.

Best for

Teaching linear algebra, controls homework, and numeric prototypes.

If you use Windows, Mac, or paid tools

Numerics alternative to MATLAB for teaching and scripts (toolboxes and performance differ).

Strengths

  • MATLAB-ish syntax
  • Plotting
  • Package ecosystem

Limitations

  • Performance and toolbox parity differ from MATLAB

Good alternatives

Python + NumPy · Julia · R

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