SILVA Networks is a Python package for extended deep equilibrium layers, fixed-point solvers, implicit differentiation, structured operators, diagnostics, and reproducible research notebooks.
python machine-learning deep-learning reproducible-research pytorch computational-neuroscience graph-neural-networks research-software scientific-machine-learning implicit-differentiation neural-odes implicit-layers deep-equilibrium-models differentiable-optimization fixed-point-methods
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Updated
Aug 12, 2026 - Jupyter Notebook