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t_test

This git has examples of "T-Test" in Python:

  • Paired T-Test
  • (non-paired) T-Test
  • Equivalence Paired T-Test

T-Tests are a scientifically accepted, rigorous way to assign statistical to experiments. For example:

  • Show the performance of machine learning algorithm "X" is superior to machine learning algorithm "Y"
  • Show that Version 2.0 of an algorithm produces results that are the same as Version 1.0 (very important in certain cases)
  • Show that a sensor embedded in a robotic system performs at the same level as one in a (vendor-calibrated) bench environment.

References and Python code in the notebooks. Enjoy!

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Paired t-test example

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