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[Diff since v1.50.0](https://github.com/SciML/DiffEqFlux.jl/compare/v1.50.0...v1.51.0)

**Closed issues:**
- Neural Graph Differential Equations example not working (#684)
- Incorrect use `Lux.ActivationFunction` (#737)

**Merged pull requests:**
- add cnf to the sidebar (#734) (@ChrisRackauckas)
- Neural SDE tutorial (#735) (@ChrisRackauckas)
- neural_sde example in Flux (#738) (@Abhishek-1Bhatt)
- Fix latex typos in Hamiltonian Neural Network Tutorial (#741) (@Algopaul)
- Lux.ActivationFunction not required (#742) (@Abhishek-1Bhatt)
- update to SciMLSensitivity (#743) (@ChrisRackauckas)