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As previously discussed (and I think agreed), use
>=
in place of==
for dependencies to reduce installation difficulties. If an reproducible environment is required, this can be handled separately by conda yml files.(
==
does not guarantee a reproducible environment in any case, because it only constrains the top-level link in the dependency chain, not the complete chain.)In the event of a later known incompatibility with a dependent package,
<
can be added where necessary. There is no perfect solution, but this problem is likely to be less frequent than the installation problems that can arise with==
.