Scientific Software
Updated 11 months ago
StreamGen
StreamGen: a Python framework for generating streams of labeled data - Published in JOSS (2024)
Sociology
(35%)
Scientific Software · Peer-reviewed
Updated 11 months ago
proglearn
NeuroData's package for exploring and using progressive learning algorithms
Updated 11 months ago
avalanche-lib
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
Updated 10 months ago
https://github.com/awslabs/renate
Library for automatic retraining and continual learning
Updated 11 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.
Updated 11 months ago
curlora
The code repository for the CURLoRA research paper. Stable LLM continual fine-tuning and catastrophic forgetting mitigation.
Updated 11 months ago
lifelong-learning
Lifelong Learning of Graph Neural Networks for Open-World Node Classification
Updated 10 months ago
https://github.com/aaltoml/sequential-gp
Code for 'Memory-based dual Gaussian processes for sequential learning' (ICML 2023)