Learning to learn ecosystems from limited data

Learning to learn ecosystems from limited data - a meta-learning approach.

Food-chain, Hastings, and Lotka systems are ecological models used for predictive purposes. Learning other systems using meta-learning methods can enhance predictions on eological systems, even when only limited data is available.

Codes: https://github.com/Zheng-Meng/Meta-learning-Ecosystems.

Zhai, Zheng-Meng, Bryan Glaz, Mulugeta Haile, and Ying-Cheng Lai. "Learning to learn ecosystems from limited data--a meta-learning approach." arXiv preprint arXiv:2410.07368 (2024).