Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

Official Pytorch implementations of MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition (ICCV 2023)

DEPRECATED & OBSOLETE! Previously StackStorm Enterprise (EWC) Workflow Editor. Now integrated directly into StackStorm OSS Core platform (st2web).

Keras-based framework for implementing continual learning methods.

Implementation of ews weight constraint mentioned in recent Deep Mind paper: http://www.pnas.org/content/early/2017/03/13/1611835114.full.pdf

Tensorflow 1.x implementation of EWC, evaluated on permuted MNIST

comparative evaluation of incremental machine learning methods

European Waste Codes

Documentation repository for EWC Automation Suites: Network Essentials and DC Fabric

A short script to search for optimal values of lambda in the sequential learning technique Elastic Weight Consolidation

Login y registro creado mediante Node y EJS, el diseño es simple debido a que el enfoque va mas al sistema de logeo y sus permisos

Installation scripts for EWC

StackStorm pack containing demo workflows and automations

The ability to learn tasks in a sequential fashion is crucial to the development of artificial intelligence. Until now neural networks have not been capable of this and it has been widely thought that catastrophic forgetting is an inevitable feature of connectionist models.