Possible different in results between different versions of Python packages

[raoulcollenteur]

Describe the bug
During the recent Pastas workshop it seemed that different results were obtained between different computers and version of Python packages, but we could not test this systematically. I'd be happy if others can run the notebook I created and report here in this issue the values that are printed in the notebook at the end.

To Reproduce
The the notebook in the zip-file.

test_case.zip

And report the values here

Expected behavior

This is what I get on a Mac M2:

EVP= 82.74855784337282
Python version: 3.11.8
NumPy version: 1.26.4
Pandas version: 2.1.4
SciPy version: 1.13.0
Matplotlib version: 3.8.3
Numba version: 0.59.0
LMfit version: 1.2.2
Latexify version: Not Installed
Pastas version: 1.5.0

Here's what I get on Mac M1 with very old packages:

EVP= 82.74835542311386
Python version: 3.9.12
NumPy version: 1.21.6
Pandas version: 1.4.2
SciPy version: 1.11.4
Matplotlib version: 3.5.1
Numba version: 0.55.1
LMfit version: 1.0.3
Latexify version: Not Installed
Pastas version: 1.5.0

[dbrakenhoff]

On Ubuntu and Intel® Core™ i7-8750H CPU @ 2.20GHz × 12

EVP= 82.74835037278247
Python version: 3.10.12
NumPy version: 1.26.4
Pandas version: 2.1.3
SciPy version: 1.12.0
Matplotlib version: 3.7.2
Numba version: 0.59.0
LMfit version: 1.2.2
Latexify version: Not Installed
Pastas version: 1.5.0b

Matching your first environment I get:
EVP= 82.74805888475295
Python version: 3.11.8
NumPy version: 1.26.4
Pandas version: 2.1.4
SciPy version: 1.13.0
Matplotlib version: 3.8.4
Numba version: 0.59.0
LMfit version: 1.2.2
Latexify version: Not Installed
Pastas version: 1.5.0

I cannot directly reproduce your second environment, so I let it pick its own numpy/scipy verisons.

EVP= 82.74835298395068
Python version: 3.9.12
NumPy version: 1.21.6
Pandas version: 1.4.2
SciPy version: 1.11.2
Matplotlib version: 3.5.1
Numba version: 0.55.1
LMfit version: 1.0.3
Latexify version: Not Installed
Pastas version: 1.5.0

[mbakker7]

On my Mac M2:
EVP= 82.74835371251245
Python version: 3.11.4
NumPy version: 1.24.3
Pandas version: 2.1.1
SciPy version: 1.10.1
Matplotlib version: 3.7.1
Numba version: 0.57.0
LMfit version: 1.2.2
Latexify version: Not Installed
Pastas version: 1.5.0