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DiffEqML / torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
https://torchdyn.org
Apache License 2.0
1.35k stars 125 forks source link

New Interpolators and Orthogonal Spline Collocation #160

Open fedebotu opened 2 years ago

fedebotu commented 2 years ago

Add new interpolators and the Orthogonal Spline Collocation under torchdyn/numerics/interpolators.py. Would be a fine addition to our collection to add a tutorial as well for the interpolators - in preparation for the GraphSplineNets paper :)

@cbhua

joglekara commented 2 years ago

Here are some existing pytorch implementations for the enterprising scientific computing developer to follow

https://github.com/xitorch/xitorch/blob/master/xitorch/interpolate/interp1.py https://github.com/patrick-kidger/torchcde/tree/master/torchcde