Deps upgrade (#161)

* CompatHelper: bump compat for AbstractDifferentiation to 0.6, (keep existing compat)

* support latest AD

* more deps upgrade

---------

Co-authored-by: CompatHelper Julia <compathelper_noreply@julialang.org>
Co-authored-by: Mohamed Tarek <mohamed82008@gmail.com>

Project.toml

@@ -46,14 +46,14 @@ WriteVTK = "64499a7a-5c06-52f2-abe2-ccb03c286192"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [compat]
-AbstractDifferentiation = "0.4, 0.5"
+AbstractDifferentiation = "0.4, 0.5, 0.6"
 ChainRulesCore = "1"
 ColorSchemes = "3"
 Distributions = "0.24, 0.25"
 Einsum = "0.4"
 Ferrite = "=0.3.0"
 FileIO = "1"
-Flux = "0.11, 0.12, 0.13"
+Flux = "0.11, 0.12, 0.13, 0.14"
 ForwardDiff = "<0.10.35, 0.10"
 GeometryBasics = "0.3, 0.4"
 GeometryTypes = "0.8"
@@ -74,6 +74,7 @@ Requires = "1.1"
 Revise = "3"
 Setfield = "0.7, 0.8, 1"
 StaticArrays = "1"
+Statistics = "1"
 StatsFuns = "0.9, 1"
 Tensors = "1.4"
 TimerOutputs = "0.5"

src/Functions/Functions.jl

@@ -11,7 +11,9 @@ using Parameters: @unpack
 using TimerOutputs, Ferrite, StaticArrays, StatsFuns
 using SparseArrays, Statistics, ChainRulesCore, Zygote
 using Nonconvex: Nonconvex
-using Flux, AbstractDifferentiation
+using Flux
+import AbstractDifferentiation
+const AD = AbstractDifferentiation
 
 export Volume,
     Compliance,