SimbaML
PublicSimbaML is an all-in-one framework for integrating prior knowledge of ODE models into the ML process by synthetic data augmentation. It allows for the convenient generation of realistic synthetic data by sparsifying and adding noise. Furthermore, our framework provides customizable pipelines for various ML experiments, such as transfer learning.
data-augmentationinformed-machine-learningopen-sourceordinary-differential-equationsprior-knowledgesynthetic-datatime-series-forecastingtransfer-learning
作成時間：2023-05-12T15:20:35
更新時間：2025-01-08T02:46:30
https://simbaml.readthedocs.io
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