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Tools to analyze behavioral data from rats in a 2-arm bandit task, with and without subregions of the PFC. Includes RNNs, RL, and visualization tools.

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pablo-martin/PFC_Behavior

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PFC_Behavior

Unit_Test: Contains scripts to check sequence creation for the shuffled and rigged datasets.

compile_datsets: Scripts that were used to filter, clean, and compile datasets. Main outputs are in other folder not included in git because of size

linear_models: Scripts that use linear methods to assess significance of factors, as well as to decode choice of animals.

misc: Script for Kuiper statistic, some util files and cleanup files

tools: Files that define important classes of objects that I use everywhere, such as the session object and the session iterator object (main tool to filter what type of sessions we're working with)

train_evaluate_RNN: Scripts used to train RNNs/LSTMs in parallel as well as to run some metrics on them.

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Tools to analyze behavioral data from rats in a 2-arm bandit task, with and without subregions of the PFC. Includes RNNs, RL, and visualization tools.

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