Hossein Pourbozorg

ERROR: LoadError: DimensionMismatch("arrays could not be broadcast to a common size; got a dimension with lengths 4 and 5")

1

Moving `alg` and `sensealg` from `solve` to `ODEProblem` makes an error. code: ```julia using Flux using ReverseDiff using OrdinaryDiffEq using SciMLSensitivity solvealg_test = Tsit5() sensealg_test = InterpolatingAdjoint() tspan = (0.0,...

```julia julia> ForwardDiff.Dual{Nothing, Float64}(1.0) ERROR: StackOverflowError: Stacktrace: [1] convert(#unused#::Type{ForwardDiff.Dual{Nothing, Float64}}, x::Float64) @ Base .\number.jl:7 [2] (ForwardDiff.Dual{Nothing, Float64})(x::Float64) @ ForwardDiff C:\Users\Hossein Pourbozorg\.julia\packages\ForwardDiff\wAaVJ\src\dual.jl:79 --- the last 2 lines are repeated 39990 more...

Move AD Rules to `SciMLSensitivity`

1

https://github.com/SciML/DiffEqFlux.jl/blob/e32422d86bea1cdda8797d0b909cb3e207738bd5/src/DiffEqFlux.jl#L24-L40 Related to https://github.com/SciML/SciMLSensitivity.jl/issues/582

ERROR: LoadError: TypeError: in typeassert, expected Float64, got a value of type ForwardDiff.Dual{Nothing, Float64, 2}

6

When I run this code: ```julia using DiffEqFlux, DifferentialEquations, GalacticOptim, Distributions nn = Chain( Dense(1, 1, tanh), ) |> f32 tspan = (0.0f0, 1.0f0) sensealg = InterpolatingAdjoint(autojacvec=false) ffjord_mdl = FFJORD(nn,...

Manual Page For FFJORD

1

It would be great to have more documentations about FFJORD: - [X] Straightforward tutorial - [X] Constructor documentation - [ ] Documentation for arguments - - [ ] `regularize` -...

Something like: 1.2.3 --> 1.2.4 --------- italic font 1.2.3 --> 1.3.1 --------- normal font 1.2.3 --> 2.0.1 --------- bold font or have different shades of a colour for them.

Separate all automatic algorithm selection functionalities from their packages

1

We can either move them all to one package or create separate packages for each of them. This will help reduce loading times and dependencies in the packages that have...

WARNING: importing deprecated binding Colors.RGB1 into Plots.

1

I got these warnings in the precompilation: ```julia ┌ Plots [91a5bcdd-55d7-5caf-9e0b-520d859cae80] │ WARNING: importing deprecated binding Colors.RGB4 into PlotUtils. │ WARNING: importing deprecated binding Colors.RGB4 into Plots. │ WARNING: importing...

Method ambiguities reported by Aqua

2

In Julia v1.10, I used Aqua to detect method ambiguities in my package https://github.com/impICNF/ContinuousNormalizingFlows.jl/issues/356 and some of its report were related to this package: ```julia Ambiguity #44 broadcasted(f, gs::Zygote.Grads, a::Union{AbstractArray{

ERROR: LoadError: BoundsError: attempt to access 16-element Vector{UInt8} at index [0]

8

With `--check-bounds=yes`, this code gives `BoundsError`. If we use `[email protected]`, it works fine. Code: ```julia using ContinuousNormalizingFlows using Lux, Zygote, Random, Flux r = rand(Float32, 1, 2) nn = Flux.Dense(1...