Parametric Generalized Hamiltonian Neural Networks #207
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…ral_network.jl (ii) created generalized_hamiltonian_neural_network where I defined energy functions (iii) moved basic functionality form standard_hamiltonian_neural_network.jl to new file hamiltonian_neural_network.jl.
…ithout data loader).
Codecov Report❌ Patch coverage is Additional details and impacted files@@ Coverage Diff @@
## main #207 +/- ##
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- Coverage 61.82% 59.42% -2.40%
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Files 124 132 +8
Lines 3790 4222 +432
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+ Hits 2343 2509 +166
- Misses 1447 1713 +266 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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…e body of the function.
…make this work now.
…I also removed the ubiquitous warning messages observalbe before.
…broadcasting for bias vector).
…grator from Marsden-West.
…s as default when network was agnostic to Q/P.
… sublayers in a forcing layers, which should be independent of the total number of layers.
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Implemented PGHNNs.
Things that should probably be done before this pr is merged:
applychain, the method for functor ofChainandJacobian) in filegeneralized_hamiltonian_neural_network.jl,QPT2inAbstractNeuralNetworksand ultimately get rid of whatQPTis now,DataLoaderto the parameter-dependent scenario.