sonic530's repositories
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
Language:PythonMIT000
LSTM-MATLAB
LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.
Language:MATLAB000
OWM
Code for Continual Learning of Context-dependent Processing in Neural Networks
Language:Python000
PyPOFacets
Python implementation of RCS simulation and prediction software POFacets (refs: http://faculty.nps.edu/jenn and https://www.mathworks.com/matlabcentral/fileexchange/35861-pofacets4-1), plus Python improvements (v2.py), plus modularization (Modular.py)
Language:Python000