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Autoregressive model on resting state time series benchmark

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rs-autoregression-prediction

Autoregressive model on resting state time series benchmark

Based on https://github.com/FrancoisPgm/fmri-autoreg

I have my own fork as lots of changes to optimise for large n dataset.

Dataset structure

  • All inputs (i.e. building blocks from other sources) are located in inputs/.
  • All custom code is located in code/.

Compute Canada and environment set up

Python version 3.10.x. The reference model we are using is code in pytorch 1.13.1.

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Autoregressive model on resting state time series benchmark

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