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@github-actions github-actions released this 19 Apr 08:33
· 284 commits to master since this release
v2.0.0
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DiffEqFlux v2.0.0

Diff since v1.53.0

Closed issues:

  • DiffEqFlux Layers don't satisfy Lux API (#727)
  • SDEs gradients issues with EnsembleProblems (#765)
  • DiffEqFlux.jl and NeuralPDE.jl keep precompiling and never stop (#783)
  • Training Neural SDEs with Mutating Arrays (#785)
  • Normalizing flow example does not produce accurate estimates (#786)
  • Wrong order in collocations (#788)
  • StackOverflow Error when trying to train a NSDE with no neural network on the diffusion (#811)
  • Including unknown parameter values of known dynamics in UDE using Lux.jl (#812)
  • Documentation about Flux.jl vs Lux.jl (#815)

Merged pull requests:

  • Lux compatible layers (#750) (@Abhishek-1Bhatt)
  • Fix FFJORD Example (#787) (@prbzrg)
  • Fix flipped collocation (#789) (@ChrisRackauckas)
  • [skip ci] LanguageTool (#792) (@ArnoStrouwen)
  • CompatHelper: add new compat entry for Functors at version 0.4, (keep existing compat) (#793) (@github-actions[bot])
  • Deprecate FastChain and sciml_train for v2.0 (#794) (@ChrisRackauckas)
  • One more spot to mark with Flux (#796) (@Abhishek-1Bhatt)
  • Flux.cpu (#797) (@Abhishek-1Bhatt)
  • Specify Flux in all layers (#799) (@Abhishek-1Bhatt)
  • Remove unused packages and undefined exports (#803) (@prbzrg)
  • Switch to LuxCore (#804) (@Abhishek-1Bhatt)
  • fix NeuralCDDE error (#805) (@vpuri3)
  • Add neural ODE weather forecasting example (#807) (@SebastianCallh)
  • CompatHelper: add new compat entry for DataDeps at version 0.7 for package docs, (keep existing compat) (#808) (@github-actions[bot])
  • CompatHelper: add new compat entry for DataFrames at version 1 for package docs, (keep existing compat) (#809) (@github-actions[bot])
  • CompatHelper: add new compat entry for CSV at version 0.10 for package docs, (keep existing compat) (#810) (@github-actions[bot])
  • Use CA directly instead of using it via Lux (#813) (@avik-pal)
  • Add a description of Flux vs Lux (#819) (@ChrisRackauckas)
  • enable dependabot for GitHub actions (#821) (@ranocha)
  • CompatHelper: bump compat for DataInterpolations to 4, (keep existing compat) (#823) (@github-actions[bot])

Contributors

ChrisRackauckas, SebastianCallh, and 6 other contributors
Assets 2
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