Tim 's repositories
augmented-neural-odes
Pytorch implementation of Augmented Neural ODEs :sunflower:
distributed-dtp
Distributed implementation of our proposed DTP algorithm parallelizing feedback weight training across GPUs (ICML 2022)
EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
ffjord
code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".
generative-query-network-pytorch
Generative Query Network (GQN) in PyTorch as described in "Neural Scene Representation and Rendering"
scalingDTP
"Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)
Sticky-HDPHMM-demo
Sticky hierarchical Dirichlet process hidden Markov model for time series denoising
tensorpac
Tensor-based Phase-Amplitude Coupling