FBumann

Special Ordered Sets (SOS)

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# Defining Special Ordered Sets SOS1 & SOS2 I would really like to see the option to define special ordered sets through linopy (of course only for compatible solvers) Below...

### Version Checks (indicate both or one) - [x] I have confirmed this bug exists on the lastest [release](https://github.com/pypsa/linopy/releases) of Linopy. - [x] I have confirmed this bug exists on...

More control over solver logs and printing to console

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I would appreciate an easy way to not only set the log file for a solver to write into, but also to deactivate the stdout print during a solve process....

I get the following output when optimizing my Linopy model with gurobipy: ``` Warning: unknown variable 'x855057' in binary section Warning: unknown variable 'x855058' in binary section Warning: unknown variable...

Properly free resources after solve with gurobipy

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### Version Checks (indicate both or one) - [x] I have confirmed this bug exists on the lastest [release](https://github.com/pypsa/linopy/releases) of Linopy. - [x] I have confirmed this bug exists on...

Quadratic Constraints and/or objective

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Non linear constraints can greatly improve the capabilities of a MILP-Model --> MIQP. The ability to use these kinds of constraints can be found in the linopy docs, but I...

feat: Add facet_row support to px.imshow

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## Summary This PR adds `facet_row` support to `plotly.express.imshow`, enabling visualization of 4D and 5D data by faceting along both row and column dimensions. Closes #4108 ## Motivation Currently, `px.imshow`...

Building ontop of #123 Adding a `timesteps` parameter to sparsly investigate the pareto front.

Building ontop of #122 Improving the animation notebook using plotly

Again, building ontop of another PR #119 i added parallelization to the tuning jobs. This can significantly speed up both pareto search and finding the optimal combination of periods and...