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Code to reproduce experiments described in the Implementing Predictive Processing Report

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BerenMillidge/Implementing_Predictive_Processing

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CartPoleBaselines.ipynb
CartPoleBaselines.ipynb
 
 
CartPole_Nonlinear.ipynb
CartPole_Nonlinear.ipynb
 
 
CartPole_topdown.ipynb
CartPole_topdown.ipynb
 
 
DynamicsFromBase.ipynb
DynamicsFromBase.ipynb
 
 
InitialExperiments1.ipynb
InitialExperiments1.ipynb
 
 
InitialExperiments2.ipynb
InitialExperiments2.ipynb
 
 
InitialExperimentsMNIST.ipynb
InitialExperimentsMNIST.ipynb
 
 
LinearCifar.ipynb
LinearCifar.ipynb
 
 
NonlinearMnist.ipynb
NonlinearMnist.ipynb
 
 
PP_thermostat.ipynb
PP_thermostat.ipynb
 
 
PP_thermostat_2.ipynb
PP_thermostat_2.ipynb
 
 
README.md
README.md
 
 
cartpole_pp.ipynb
cartpole_pp.ipynb
 
 
fullConstructPrototype.ipynb
fullConstructPrototype.ipynb
 
 
thermostat_inverse_model.ipynb
thermostat_inverse_model.ipynb
 
 

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Implementing_Predictive_Processing

Code to reproduce experiments described in the Implementing Predictive Processing Report. Code is still fairly disorganised and representative of the experimental progress. Contains results for the static, dynamical, and full construct predictive coding models as well as the thermostat and cartpole active inference agents.

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Code to reproduce experiments described in the Implementing Predictive Processing Report

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