nshervt

MetaLearning-Plasticity

Git repo for the paper "Meta-Learning Biologically Plausible Plasticity Rules with Random Feedback Pathways."

ACMS-80770-Deep-Learning-with-Graphs

Git repo for the course "Deep Learning with graph", Fall 2022, University of Notre Dame

brain-score

A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)

cc-licenses

Creative Commons Licenses for Github

FeedbackAndLocalPlasticity

GSVAE

Git repo for the paper "Physics-constrained predictive molecular latent space discovery with graph scattering variational autoencoder."

kymatio

Wavelet scattering transforms in Python with GPU acceleration

MetaLearnBiologicallyPlausibleRules

Example code for: A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network

mrcl

Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

nonnormal-init

Sequential non-normal initializers for recurrent neural networks

nshervt/ACMS-80770-Deep-Learning-with-Graphs

Git repo for the course "Deep Learning with graph", Fall 2022, University of Notre Dame

nshervt/brain-score

A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)

nshervt/cc-licenses

Creative Commons Licenses for Github

nshervt/FeedbackAndLocalPlasticity

nshervt/GSVAE

Git repo for the paper "Physics-constrained predictive molecular latent space discovery with graph scattering variational autoencoder."

nshervt/kymatio

Wavelet scattering transforms in Python with GPU acceleration

nshervt/MetaLearnBiologicallyPlausibleRules

Example code for: A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network

nshervt/mrcl

Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

nshervt/nonnormal-init

Sequential non-normal initializers for recurrent neural networks

nshervt/NRI

Neural relational inference for interacting systems - pytorch

nshervt/spectre_release

Analyzing deviation from orthogonality in RNNs

nshervt/tgn

TGN: Temporal Graph Networks

nshervt/Torch2PC

Software for using predictive coding algorithms to train PyTorch models.