Implementation of ews weight constraint mentioned in recent Deep Mind paper: http://www.pnas.org/content/early/2017/03/13/1611835114.full.pdf
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Apr 20, 2017 - Jupyter Notebook
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ewc
Here are 15 public repositories matching this topic...
StackStorm pack containing demo workflows and automations
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May 7, 2019 - Python
Keras-based framework for implementing continual learning methods.
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Feb 15, 2020 - Python
DEPRECATED & OBSOLETE! Previously StackStorm Enterprise (EWC) Workflow Editor. Now integrated directly into StackStorm OSS Core platform (st2web).
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May 27, 2021 - JavaScript
Tensorflow 1.x implementation of EWC, evaluated on permuted MNIST
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May 27, 2021 - Python
comparative evaluation of incremental machine learning methods
neural-network tensorflow numpy python3 neural-networks tensorflow-framework colloquium ewc continuous-learning deep-neural-network continual-learning elastic-weight-consolidation overcoming-catastrophic-forgetting fisher-information-matrix incremental-machine-learning
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Apr 7, 2022 - TeX
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.
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Oct 26, 2022 - Python
A short script to search for optimal values of lambda in the sequential learning technique Elastic Weight Consolidation
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Jan 19, 2023 - Python
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
gem assessment literature experiments reproduction ewc lifelong-learning baselines continual-learning elastic-weight-consolidation lwf icarl synaptic-intelligence agem gdumb
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Feb 20, 2024 - Python
A spaCy library for Named Entity Recognition with Elastic Weight Consolidation.
nlp machine-learning model machine-learning-algorithms spacy labeling ner ewc entity-recognition spacy-nlp catastrophic-forgetting clasificacion thinc
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Nov 15, 2024 - Python
This respository hosts the Trust List for the EWC Large Scale Pilots and is co-founded by EU Commission
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Jul 25, 2025
EWC, anti-catastrophic forgetting, regime adaptation for continuous learning
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Feb 3, 2026 - Python
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