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update readme figure reference
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FabianHofmann committed Jul 24, 2024
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**linopy** is designed to be fast and efficient. The following benchmark compares the performance of **linopy** with the alternative popular optimization packages.

![Performance Benchmark](https://private-user-images.githubusercontent.com/19226431/311655091-e3b8a6b9-da72-407b-bd37-7c80ada39d46.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.WFHwXmalW05hSm0oxWGmAEnVvcdFyCvQMxDJB7v3yBk)
![Performance Benchmark](doc/benchmark_resource-overhead.png)


## Main features
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