Python Constraint Projects
A python Linear Programming APIProject mention: Integer vs. Linear Programming in Python | news.ycombinator.com | 2022-05-07
For modelling libraries in general-purpose languages, Gurobi's python bindings have the best reputation. But of course Gurobi is very expensive (I have heard about $50k for a fully unrestricted license, plus $10k yearly for support). On the open-source side, besides Google's OR-Tools, there is Pyomo  and PuLP  in Python (as the article mentions). In Julia, there is JuMP , whose development community is extremely enthusiastic.
Traditionally, however, mathematical models were encoded in domain-specific languages. The most prominent one is AMPL  which is proprietary. The glpk  people have developed a very neat open source clone of AMPL: the GNU MathProg language. For a more modern take on AMPL-type modelling DSLs, look at ZIMPL , which is open source as well.
A Python validator for SHACL
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