Software Open Access
Lopes Junior, Enio;
Reinecke, Sebastian
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<subfield code="a">NeuralMPCX is a Python library for building and deploying Model Predictive Controllers with classic and neural dynamical models. You write constrained MPC with RNN/LSTM models in a CasADi/IPOPT workflow. The library handles CasADi RNN integration, warm-starting, constraint management, real-time feasibility, and both LTI state-space and neural dynamics in one framework. You can run neural and classical MPC controllers side by side.</subfield>
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| All versions | This version | |
|---|---|---|
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| Downloads | 28 | 0 |
| Data volume | 10.3 MB | 0 Bytes |
| Unique views | 771 | 30 |
| Unique downloads | 27 | 0 |