SciML/DiffEqFlux.jl
Implement Local Regularization of Neural DEs in DiffEqFlux
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#817 opened on 2023/03/06
good first issue
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説明
Here's the current implementation -- https://github.com/avik-pal/LocalRegNeuralDE.jl, which is not super user-friendly (and is unlikely that I will register it). All we need to do is:
- Implement perform step for an ODE solver -- Tsit5 works well
- Implement perform step for an SDE solver -- EulerHeun maybe?
- Add dispatches for the specific neural de layers similar to https://github.com/avik-pal/LocalRegNeuralDE.jl/blob/main/src/layers/neural_ode.jl