Danil Tyulmankov's repositories
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MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
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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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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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