DocOctopy

Tip

Take a look at our documentation.

What is this?

DocOctopy , the research library for kinematics, kinetics, and everything else you can think of that has to do with EMG and AIs.

Important
Be aware that this project is used for research. Do not expect the same stability as from numpy for example.

How to install?

WARNING
Order matters!

• clone
• install poetry
• based on your hardware:
  • GPU (NVIDIA): poetry install
  • CPU: run pip install torch torchvision --upgrade after poetry install
• for building the documentation add docs to the with flag: poetry install --with docs

What is what?

This projects uses the following structure:

• doc_octopy: This is the main package. It contains:
  • datasets: Contains data loaders and creators as well as a lot of filters to preprocess the data.
  • models: Contains all models and their components.
  • utils: Various utilities from training loggers to constants.
• docs: Contains the documentation.
• examples: Contains examples on how to use the package.
• tests: Contains tests for the package.

What papers/preprints use this package?

Journal / Preprint Server	DOI
IEEE Transactions on Biomedical Engineering	10.1109/TBME.2024.3432800
International Journal of Computer Science and Information Security	10.33965/ijcsis_2024190101
medRxiv	10.1101/2024.05.28.24307964
Journal of Neural Engineering	10.1088/1741-2552/ad3498
IEEE Transactions on Neural Systems and Rehabilitation Engineering	10.1109/TNSRE.2023.3295060
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)	10.1109/EMBC48229.2022.9870937