LAMDA-CL / LAMDA-PILOT
🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox
Why this job: works in the areas we cover, but does not say which job it does
What it does
Welcome to PILOT, a pre-trained model-based continual learning toolbox [Paper]. On the one hand, PILOT implements some state-of-the-art class-incremental learning algorithms based on pre-trained models, such as L2P, DualPrompt, and CODA-Prompt. On the other hand, PILOT also fits typical class-incremental learning algorithms (*e.g.*, FOSTER, and MEMO) within the context of pre-trained models to evaluate their effectiveness.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Inactive
- Last commit 9 months ago
- Stars
- 613
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 87% closed
- 4 still open
- Pull requests
- 12 merged
- 2 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
Topics
- machine-learning
- continual-learning
- deep-learning
- incremental-learning
- pre-trained-models
- vision-language-model
- vision-transformer
- reproducible-research
- lifelong-learning
- pytorch
- toolkit
Project record
- JobOther AI tools
- StatusListed
- Commits97
- Forks70
- Watching3
- Stars in 28 days+6
- CreatedAug 30, 2023
- First seen by usNov 7, 2026
- CheckedNov 8, 2026