Closed MichielStock closed 3 years ago
Hm, did you import the package with using
(will work), or import
(won't work; need to do SymbolicRegression.EquationSearch
)?
Yes, I just used the direct example of the readme:
julia> using SymbolicRegression
julia> X = randn(Float32, 5, 100)
5×100 Array{Float32,2}:
-0.852392 0.47896 0.748648 … -1.12963 -0.761157 -0.197851
0.779859 0.984688 0.262384 0.907288 -0.641572 0.191076
0.60758 0.51913 -0.623348 0.139178 -0.0790888 1.07452
-0.600319 0.705093 1.27981 -0.0430678 0.0848815 1.40372
-1.00895 -0.587957 -0.25969 -0.110676 -0.517099 0.125628
julia> y = 2 * cos.(X[4, :]) + X[1, :] .^ 2 .- 2
100-element Array{Float32,1}:
0.3768823
-0.24749398
-0.8657408
5.1031814
0.085240364
0.08334136
0.71512413
0.63902736
1.4767964
0.2833886
⋮
0.09147143
-2.457047
0.28632188
-0.960955
0.04397893
0.5678241
1.2742057
0.5721595
-1.6282557
julia> options = SymbolicRegression.Options(
binary_operators=(+, *, /, -),
unary_operators=(cos, exp),
npopulations=20
)
Options{Tuple{typeof(+),typeof(*),typeof(/),typeof(-)},Tuple{typeof(cos),typeof(exp)}}((+, *, /, -), (cos, exp), [(-1, -1), (-1, -1), (-1, -1), (-1, -1)], [-1, -1], 10, 0.0001f0, 0.1f0, 20, 20, false, true, true, 0.1f0, true, "hall_of_fame.csv", 20, 3, 1.0f0, true, false, false, 50, false, Real[10.0, 1.0, 1.0, 3.0, 3.0, 0.01, 1.0, 1.0], 0, false, false, 1000, 300, 0.1f0, 10, 1000000000, 0.01f0, 2, 4, false)
julia> hallOfFame = EquationSearch(X, y, niterations=5, options=options, numprocs=4)
ERROR: UndefVarError: EquationSearch not defined
Stacktrace:
[1] top-level scope at REPL[6]:1
I tried to search whether it is not exported, but the function EquationSearch
does not seem to exist in SymbolicRegression
. Maybe, there is something wrong with the version in the package manager?
It is curious thing I only observe with this package.
I removed some packages and reinstalled this package and now works as advertised! Not sure if this is something at my end (likely) or some other conflict to take note of. Will close. Thanks.
Hi, at Julia 1.5.3, I installed the packge as specified on the readme. It says that
EquationSearch
is not defined when I run the example:Should I install a specific version or so? (master/dev)?