ewc

Here are 9 public repositories matching this topic...

ContinualAI / continual-learning-baselines

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

Updated Feb 20, 2024
Python

simplify23 / MRN

10000 Star

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

ocr der incremental-learning wa ewc lwf

Updated Sep 26, 2023
Python

lshug / Continual-Keras

Star

Keras-based framework for implementing continual learning methods.

deep-learning keras ewc lifelong-learning continual-learning catastrophic-forgetting lifelong-ml

Updated Feb 15, 2020
Python

TimoFlesch / elastic-weight-consolidation

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

ewc continual-learning elastic-weight-consolidation permuted-mnist

Updated May 27, 2021
Python

darkrockmountain / spacy-ewc

Star

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

Updated Nov 15, 2024
Python

hmcalister / Tensorflow-EWC-Lambda-Search

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

ai neural-network tensorflow ewc

Updated Jan 19, 2023
Python

extremenetworks / ipfabric-docs

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

documentation docs sphinx ewc ipfabric network-essentials dc-fabric automation-suites

Updated May 30, 2021
Python

TheUnsolvedDev / Forgetting-Nature-Of-Neural-Network

Star

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.

machine-learning deep-learning neural-network artificial-intelligence ewc catastrophic-forgetting

Updated Oct 26, 2022
Python

extremenetworks / st2_demos

Star

StackStorm pack containing demo workflows and automations

demo automation integration stackstorm st2 pack workflows remediation ewc

Updated May 7, 2019
Python

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ewc

Here are 9 public repositories matching this topic...

ContinualAI / continual-learning-baselines

simplify23 / MRN

lshug / Continual-Keras

TimoFlesch / elastic-weight-consolidation

darkrockmountain / spacy-ewc

hmcalister / Tensorflow-EWC-Lambda-Search

extremenetworks / ipfabric-docs

TheUnsolvedDev / Forgetting-Nature-Of-Neural-Network

extremenetworks / st2_demos

Improve this page

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