Nicholas Guttenberg's Projects
Code to (sorta) compute informations between digit representations of x and sqrt(x), using LSTMs + cross-entropy to bound mutual information.
Notebooks for the ELSI ML Bootcamp
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.
Code implementing generative models using 'extreme value loss'.
Demonstration of copy task with LSTM/PyTorch
Tabletop RPG system and setting in development
Experiments in program synthesis/combination of neural network modules via search.
Simple convolutional neural network-based random cellular automaton
A toy model for the RCI Redesign thread for The Last Federation
Circuit-building rhythm game
Notebooks from my livestream.
Guess a secret symbol set learned by a neural network
Triplet embedding for 1d cellular automata