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StreamNotebooks
Notebooks from my livestream.ELSIMLBootcamp
Notebooks for the ELSI ML BootcampLSTMCopy
Demonstration of copy task with LSTM/PyTorchTripletCAEmbedding
Triplet embedding for 1d cellular automataProgramSynthesis
Experiments in program synthesis/combination of neural network modules via search.ExtremeValueLoss
Code implementing generative models using 'extreme value loss'.DigitMutualInformation
Code to (sorta) compute informations between digit representations of x and sqrt(x), using LSTMs + cross-entropy to bound mutual information.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.Love Open Source and this site? Check out how you can help us