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Nicholas Guttenberg's Projects

digitmutualinformation icon digitmutualinformation

Code to (sorta) compute informations between digit representations of x and sqrt(x), using LSTMs + cross-entropy to bound mutual information.

evolution_infodynamics icon evolution_infodynamics

Supporting code for the paper "Evolutionary rates of information gain and decay in fluctuating environments". Simulates binary string populations on GPU and then evaluates the mutual information between population and environment.

lstmcopy icon lstmcopy

Demonstration of copy task with LSTM/PyTorch

programsynthesis icon programsynthesis

Experiments in program synthesis/combination of neural network modules via search.

pseudoca icon pseudoca

Simple convolutional neural network-based random cellular automaton

rci-toy icon rci-toy

A toy model for the RCI Redesign thread for The Last Federation

symbolgame icon symbolgame

Guess a secret symbol set learned by a neural network

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