Scientific Software
Updated 6 months ago
StreamGen
StreamGen: a Python framework for generating streams of labeled data - Published in JOSS (2024)
Sociology
(35%)
Scientific Software · Peer-reviewed
Updated 6 months ago
proglearn
NeuroData's package for exploring and using progressive learning algorithms
Updated 6 months ago
avalanche-lib
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Updated 6 months ago
https://github.com/awslabs/renate
Library for automatic retraining and continual learning
Updated 6 months ago
lifelong-learning
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
Updated 6 months ago
https://github.com/aaltoml/sequential-gp
Code for 'Memory-based dual Gaussian processes for sequential learning' (ICML 2023)
Updated 6 months ago
curlora
The code repository for the CURLoRA research paper. Stable LLM continual fine-tuning and catastrophic forgetting mitigation.
Updated 6 months ago
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.