ewc
Here are 14 public repositories matching this topic...
Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.
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Feb 20, 2024 - 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
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
comparative evaluation of incremental machine learning methods
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Apr 7, 2022 - TeX
Documentation repository for EWC Automation Suites: Network Essentials and DC Fabric
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May 30, 2021 - Python
Tensorflow 1.x implementation of EWC, evaluated on permuted MNIST
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May 27, 2021 - 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
Installation scripts for EWC
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Apr 28, 2020 - Shell
Keras-based framework for implementing continual learning methods.
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Feb 15, 2020 - Python
StackStorm pack containing demo workflows and automations
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May 7, 2019 - Python
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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