v1.34.1

DiffEqFlux v1.34.1

Diff since v1.34.0

Closed issues:

• NeuralODE problem with component arrays not working (#497)
• MethodError: no method matching length(::Nothing) (#498)

Merged pull requests:

• Update index.md (#496) (@pitmonticone)
• fix bounds translation (#499) (@ChrisRackauckas)

v1.34.0

DiffEqFlux v1.34.0

Diff since v1.33.0

Merged pull requests:

• Controlling an SDE (#491) (@frankschae)
• Fix StaticDense docstring (#493) (@ArnoStrouwen)
• GO 1 (#495) (@ChrisRackauckas)

v1.33.0

DiffEqFlux v1.33.0

Diff since v1.32.0

Closed issues:

• FastChain-Compatible Layers without bias term (#480)
• FastChain is not GPU compatible anymore. (#487)
• TensorLayer update (#488)

Merged pull requests:

• Fix TensorLayer initialization (#489) (@ChrisRackauckas)
• updated minibatch example to use Flux call (#490) (@khannay)

v1.32.0

DiffEqFlux v1.32.0

Diff since v1.31.1

Merged pull requests:

• FastChain-Compatible Layers without bias term (#482) (@Aman027)
• Disable coverage statistics (#484) (@ChrisRackauckas)
• Fix GPU CI (#485) (@ChrisRackauckas)

v1.31.1

DiffEqFlux v1.31.1

Diff since v1.31.0

Merged pull requests:

• Update local_minima.md (#479) (@Manas2030)

v1.31.0

DiffEqFlux v1.31.0

Diff since v1.30.0

Merged pull requests:

• [WIP] Extend collocation methods to use DataInterpolations.jl (#380) (@avik-pal)
• Add buildkite pipeline (#474) (@ChrisRackauckas)
• Update pipeline.yml (#475) (@ChrisRackauckas)
• CompatHelper: add new compat entry for "DiffResults" at version "1.0" (#476) (@github-actions[bot])

v1.30.0

DiffEqFlux v1.30.0

Diff since v1.29.0

Closed issues:

• StackOverFlowError in DiffEqFlux tutorial of constraints via Universal DAE (#468)
• Typo in FastChain.md (#470)
• Using Flux Chain neural networks with Flux.train! not working (#472)

Merged pull requests:

• Add neural_stiff_ode_sciml docs (#469) (@YingboMa)
• CompatHelper: bump compat for "Adapt" to "3.0" (#473) (@github-actions[bot])

v1.29.0

DiffEqFlux v1.29.0

Diff since v1.28.0

Closed issues:

• NeuralODE{TensorLayer} has no parameters (#411)

Merged pull requests:

• Non-MM ndae updates (#426) (@ChrisRackauckas)
• special view form for GPUs (#451) (@ChrisRackauckas)
• add another hybrid example (#466) (@ChrisRackauckas)

v1.28.0

DiffEqFlux v1.28.0

Diff since v1.27.1

Closed issues:

• Using EnsembleDistributed() with Sciml_train? (#452)
• ERROR: LoadError: InitError: Could not find a suitable CUDA installation (#453)
• Multiple neural networks tutorial (#459)

Merged pull requests:

• Create tutorial for Bayesian Neural ODE: NUTS. (#455) (@RajDandekar)
• add distributed test (#456) (@ChrisRackauckas)
• Restructure the documentation to have a bunch of subheaders (#457) (@ChrisRackauckas)
• Create follow up tutorial for Bayesian Neural ODE: SGLD. (#458) (@RajDandekar)
• Fix plot image links in bayesian neural ode examples (#460) (@Vaibhavdixit02)
• add multiple nn tutorial (#464) (@ChrisRackauckas)
• add parallelism tutorial (#465) (@ChrisRackauckas)
• CompatHelper: bump compat for "Zygote" to "0.6" (#467) (@github-actions[bot])

v1.27.1

DiffEqFlux v1.27.1

Diff since v1.27.0