SciML/SciMLSensitivity.jl

Issues

• Floating point error using `adjoint_sensitivities` when `tspan` includes 16f0

  #1133 opened 2 months ago by jesseylin
  2

• Gradient w.r.t parameters not working with `MTKParameters`

  #1130 opened 3 months ago by AayushSabharwal
  4

• sensealg in solve is ignored

  #1110 opened 4 months ago by daviehh
  7

• Add try catch of Enzyme

  #1129 opened 3 months ago by wsmoses
  0

• Release latest `main` to allow Enzyme v0.13

  #1122 opened 3 months ago by gdalle
  2

• Default algorithm should have checks for Adjoints limitations

  #1116 opened 3 months ago by prbzrg
  4

• Neural SDE example fails on convert(::Type{Float64}, x::Tracker.TrackedReal{Float64})

  #1109 opened 3 months ago by John-Boik
  2

• Adding A New AD

  #1105 opened 4 months ago by willtebbutt
  4

• missing method matching recursive_copyto!(::AbstractVector, ::Tuple)

  #1082 opened 4 months ago by JakobAsslaender
  1

• Consistency in sensealg arguments

  #1088 opened 4 months ago by mschytt
  1

• Does ZygoteVJP() support training Neural ODE with Discretecallback on GPU?

  #1093 opened 4 months ago by yunan-l
  3

• Reverse-mode AD for SDEs

  #1084 opened 5 months ago by elgazzarr
  1

• [Deprecation warnings] use `Base.getindex(A, :, i)` instead. & Change `A[i]` to `A.u[i]`

  #960 opened 4 months ago by prbzrg
  5

• issue with Zygote jacobian when accessing ODE solutions on the time dimension

  #1102 opened 4 months ago by daviehh
  2

• Depending on `OrdinaryDiffEq`?

  #1095 opened 4 months ago by prbzrg
  1

• AutoDiff for simple equation using ComponentArrays fails with certain `sensealg` options

  #1091 opened 4 months ago by jClugstor
  4

• Forward Mode for Neural ODEs / Structured Parameters broken

  #1099 opened 4 months ago by avik-pal
  2

• Inconsistent gradient for toy adaptive ODE simulation

  #1094 opened 4 months ago by frankschae
  5

• SplitFunction w/ Zygote: UndefRefError

  #1090 opened 5 months ago by JakobAsslaender
  1

• Including callback in problem vs solve call changes gradient for ForwardDiffSensitivity

  #1081 opened 5 months ago by m-bossart
  3

• SciMLSensitivity 7.63 leads to scalar indexing on CUDA

  #1077 opened 6 months ago by avik-pal
  1

• Changing parameter component array in callback fails for ReverseDiffVJP()

  #1073 opened 6 months ago by m-bossart
  1

• GaussAdjoint support for DDEProblem

  #1074 opened 6 months ago by m-bossart
  5

• Rosenbrock Methods fail when using InterpolatingAdjoint with checkpointing

  #1075 opened 6 months ago by m-bossart
  0

• GaussAdjoint fails on a problem with discrete callbacks

  #1072 opened 6 months ago by m-bossart
  2

• Julia crashes when trying to optimize Graph NODE

  #1070 opened 6 months ago by jarroyoe
  2

• `BoundsError` for polyalgorithm

  #1035 opened 7 months ago by prbzrg
  12

• precompile fails with v7.60.0

  #1058 opened 7 months ago by sjdaines
  2

• train a neural network for Parameter Estimation of Ordinary Differential Equations

  #1049 opened 7 months ago by yqlai1993
  6

• Package SciMLSensitivity errored during testing (received signal: KILL)

  #1041 opened 9 months ago by iajzenszmi
  1

• What would we need to become backend independent via using DifferentiationInterface?

  #1040 opened 9 months ago by oxinabox
  5

• Split off core API and functionality into a SciMLSensitivityCore package

  #1036 opened 9 months ago by pepijndevos
  1

• ERROR: LoadError: MethodError: no method matching forwarddiffs_model_time(::Nothing)

  #1027 opened 9 months ago by prbzrg
  0

• Zygote gradient does not agree with finite difference

  #1000 opened 9 months ago by dkweiss31
  1

• Lux branching

  #997 opened 9 months ago by ArnoStrouwen
  7

• Adjoint method docstrings

  #1025 opened 10 months ago by ArnoStrouwen
  1

• Allow return code when directly calling adjoint_sensitivities

  #1012 opened 10 months ago by sebapersson
  0

• How to recitify the version compatibility error?

  #991 opened 10 months ago by Spinachboul
  1

• Failure to deploy docs

  #990 opened a year ago by ArnoStrouwen
  5

• EnzymeVJP often fails is automatic sensealg determination

  #1001 opened a year ago by ArnoStrouwen
  2

• Ensure solutions to ODE's and similar are differentiable with respect to `tspan` endpoint, `saveat` values, etc.

  #1002 opened a year ago by ablaom
  0

• Complex numbers handling for GaussAdjoint

  #996 opened a year ago by ArnoStrouwen
  0

• Nothing handling for GaussAdjoint

  #995 opened a year ago by ArnoStrouwen
  0

• Non-exact zero sensitivities for GaussAdjoint

  #994 opened a year ago by ArnoStrouwen
  0

• automatic_sensealg_choice for SDEProblem

  #992 opened a year ago by ArnoStrouwen
  0

• Tagbot broken?

  #974 opened a year ago by staticfloat
  6

• `MethodError` when solving `ODEForwardSensitivityProblem` with `autodiff=true` and `Rosenbrock23()`

  #944 opened a year ago by topolarity
  1

• ReverseDiffAdjoint is failing (for simple example) on implicit solver

  #943 opened a year ago by ThummeTo
  2

• New Release

  #959 opened a year ago by staticfloat
  1

• Fisher Information Matrix computation

  #951 opened a year ago by TorkelE
  4