raminmh/CfC

Closed-form Continuous-time Neural Networks

PythonMATLABShelldeep-learningtensorflowpytorchrecurrent-neural-networkssequence-modelsneural-ode
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Closed-form Continuous-time Models Closed-form Continuous-time Neural Networks (CfCs) are powerful sequential liquid neural information processing units. Paper Open Access: https://www.nature.com/articles/s42256-022-00556-7 Arxiv: https://arxiv.org/abs/2106.13898 A Tutorial on Liquid Neural Networks including Liquid CfCs: https://ncps.readthedocs.io/en/latest/quickstart.html Requirements Python3.6 or newer Tensorflow 2.4 or newer PyTorch 1.8 or newer pytorch-lightning 1.3.0 or newer scikit-learn...
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