v2.0.0

ModelingToolkitNeuralNets v2.0.0

Diff since v1.7.0

Breaking changes

• The NeuralNetworkBlock no longer uses RealInputArray & RealOutputArray,
  the ports are now inputs and outputs and they are normal vector variables.
  To change connection equations involving the old RealInputArray API,
  change from connecting the system to connecting with the underlying .u

- connect(sys.nn_in, nn.output)
+ connect(sys.nn_in.u, nn.outputs)

where nn is the NeuralNetworkBlock.

• The package now requires ModelingToolkit@v10

Merged pull requests:

• add sources to docs project (#62) (@asinghvi17)
• Update to MTK@v10 and simplify connectors (#63) (@SebastianM-C)

Closed issues:

• Cannot simulate single input SymbolicNeuralNetwork model (#57)

v1.7.0

ModelingToolkitNeuralNets v1.7.0

Diff since v1.6.1

Merged pull requests:

• Add callable parameter based interface (#56) (@SebastianM-C)

Closed issues:

• UDE Training does not work with AutoZygote (#20)
• Main doc link broken (#52)

v1.6.1

ModelingToolkitNeuralNets v1.6.1

Diff since v1.6.0

Merged pull requests:

• Add reverse mode AD tests (#45) (@SebastianM-C)

Closed issues:

• Error when running example on latest version (#47)

v1.6.0

ModelingToolkitNeuralNets v1.6.0

Diff since v1.5.0

Merged pull requests:

• CompatHelper: bump compat for "OptimizationOptimisers" to "0.3" for package docs (#41) (@github-actions[bot])
• CompatHelper: bump compat for "Optimization" to "4.0" for package docs (#42) (@github-actions[bot])
• ci: test with 1, lts and pre versions of julia (#43) (@thazhemadam)
• test: fix initialization, account for Initial parameters in test (#50) (@AayushSabharwal)

v1.5.0

ModelingToolkitNeuralNets v1.5.0

Diff since v1.4.0

Merged pull requests:

• chore: force install latest versions (#39) (@avik-pal)

v1.4.0

ModelingToolkitNeuralNets v1.4.0

Diff since v1.3.0

Merged pull requests:

• chore: force install latest versions (#38) (@avik-pal)

v1.3.0

ModelingToolkitNeuralNets v1.3.0

Diff since v1.2.0

Merged pull requests:

• CompatHelper: bump compat for "LuxCore" to "1.0" (#37) (@github-actions[bot])

Closed issues:

• UDE as hierarchical component (#36)

v1.2.0

ModelingToolkitNeuralNets v1.2.0

Diff since v1.1.0

Merged pull requests:

• Compatibility with @mtkmodel (#34) (@SebastianM-C)
• Fix docs (#35) (@SebastianM-C)

Closed issues:

• LoadError when using @mtkmodel macro and NeuralNetworkBlock as a component (#32)

v1.1.0

ModelingToolkitNeuralNets v1.1.0

Diff since v1.0.2

Merged pull requests:

• CompatHelper: bump compat for "Symbolics" to "6.0" (#33) (@github-actions[bot])

v1.0.2

ModelingToolkitNeuralNets v1.0.2

Diff since v1.0.1

Merged pull requests:

• ci: standardise workflows using SciML's reusable workflows (#27) (@thazhemadam)
• build(deps): bump julia-actions/cache from 1 to 2 (#28) (@dependabot[bot])
• chore: fix build status badge (#29) (@sathvikbhagavan)
• docs: use output of the neural network for plotting (#30) (@sathvikbhagavan)

Closed issues:

• "The supplied DiffCache was too small and was enlarged" in DAE initialization (#4)