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jiweiqi / CellBox.jl

CellBox in Julia
MIT License
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discussions on adding noise #14

Closed jiweiqi closed 3 years ago

jiweiqi commented 3 years ago

https://github.com/jiweiqi/CellBox.jl/blob/47e8652a3d38d7189fca12b763ab6818f310c586/spilt/network.jl#L62

Initially, I was thinking of adding relative noise, e.g., 1% of the signal. However, after realizing that the signal is in log-scale already, we shouldn't use "relative noise" here, instead, we should use

ode_data += randn(size(ode_data)) .* noise

BTW, adding noise is pretty useful to regularize the parameters.

DesmondYuan commented 3 years ago

Implemented at b3f0bc36a57e7757da3e724215c782b216d5825e