To run phi learning on linear gaussian (Fig1a)
python linear_gaussian_phi_learning.py
To run phi and theta learning on linear gaussian (Fig1b)
python linear_gaussian_model_learning.py
To run CTRNN experiment
python CTRNN_run_with_hydra.py
To run sequential VAE experiment
python dmlab.py
- pytorch
- hydra (for hyperparameter config) https://github.com/facebookresearch/hydra
- scipy
- tqdm
To model the probability of a soccer coach leave his/her team during Campeonato Brasileiro for 10 chosen teams and considering years 2018, 2019 and 2020.
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