packnet

Here are 3 public repositories matching this topic...

Mattdl / CLsurvey

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

framework deep-learning neural-networks hat hyperparameter-tuning incremental-learning inaturalist continual-learning elastic-weight-consolidation icarl tinyimagenet tpami classification-tasks gradient-episodic-memory synaptic-intelligence defy-forgetting packnet memory-aware-synapses incremental-moment-matching

Updated Jun 3, 2021
Python

Emmimal / catastrophic-forgetting

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PyTorch implementations of methods to prevent catastrophic forgetting, including EWC, Experience Replay, and PackNet for continual learning.

pytorch incremental-learning model-pruning lifelong-learning continual-learning catastrophic-forgetting elastic-weight-consolidation replay-buffer experience-replay packnet

Updated May 9, 2026
Python

Fatemerjn / Dynamic-Architecture-Continual-Learning-PyTorch

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Implements dynamic and expandable architectures for continual learning — where networks grow or prune over tasks to balance plasticity and stability. Includes Progressive Neural Networks, Dynamically Expandable Networks (DEN), and PackNet, with utilities for parameter freez

pytorch incremental-learning neural-architecture-search lifelong-learning den continual-learning packnet dynamic-architecture progressive-networks model-expansion

Updated Oct 15, 2025
Python

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