Danil Tyulmankov (dtyulman)

dtyulman

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Danil Tyulmankov's repositories

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MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

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hebbff

Meta-learning local synaptic plasticity for continual familiarity detection

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UQ-RL

Uncertainty for exploration in RL

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nilearn

Machine learning for NeuroImaging in Python

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tddcs

Time-domain diffuse correlation spectroscopy (MIT M.Eng. thesis code)

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perflash

Kuramoto model and simulations of "periodic flashing" coordinated reset stimulation

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AugRNN

Numpy implementation of an RNN with continuous dynamics, with additional functions to augment the network with additional neurons or modules, freeze weights, optional regularization

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ModNN

Modular (feedforward) neural network. Cluster the inputs to the network, then train each module in the network on each cluster

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preproc

fMRI preprocessing pipeline

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