please install the necessary packages require to run the files.
Operating system: ubuntu 20.04

pytorch version 1.8.1+cu102
numpy
torchdyn version 1.0.6 #for adaptive numerical solver
torchmetrics
scikit-learn
tqdm


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To run Neural Wave models, 
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Execute the following line to run on experiment on Person activity data


python3 Train_Person.py --model wavedirect


Argument --model can take wavedirect, wavedirectmlp, wavedoublegating, waveonlymlp depending up on the model you want to use.



Execute the following line to run on experiment on walker2d data


python3 Train_Walker.py --model wavedirect


Argument --model can take wavedirect, wavedirectmlp, wavedoublegating, waveonlymlp depending up on the model you want to use.



Execute the following line to run on experiment on PhysioNet Sepsis with OI


python3 Train_Sepsis_OI.py --model wavedirect


Argument --model can take wavedirect, wavedirectmlp, wavedoublegating, waveonlymlp depending up on the model you want to use.



Execute the following line to run on experiment on PhysioNet Sepsis without OI


python3 Train_Sepsis.py --model wavedirect


Argument --model can take wavedirect, wavedirectmlp, wavedoublegating, waveonlymlp depending up on the model you want to use.



Execute the following line to run on experiment on Stance Classification (Unseen Events)


python3 TrainTwitterUnseen.py --model wavedirect --topic sydneysiege


Argument --model can take wavedirect, wavedirectmlp, wavedoublegating, waveonlymlp depending up on the model you want to use. Argument --topic denotes the unseen event you wanted to test on.



Execute the following line to run on experiment on Stance Classification (Seen Events)


python3 TrainTwitter.py --model wavedirect --topic sydneysiege


Argument --model can take wavedirect, wavedirectmlp, wavedoublegating, waveonlymlp depending up on the model you want to use. Argument --topic denotes the seen eventyou wanted to test on.

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To run Neural CDE baseline on Person Activity Dataset, Execute


python3 Train_Person_NCDE.py


To run Neural CDE baseline on PhysioNet Sepsis Dataset follow  https://github.com/patrick-kidger/NeuralCDE/tree/master/experiments

Other Baselines can be found at https://github.com/mlech26l/ode-lstms



