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![image](https://github.com/imbue-ai/carbs/assets/14065750/e8178106-359f-417d-b8bb-7cc85d5faad2)
Got CARBS working on a toy env. Went to throw it o…
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Has there been any thought given to pareto front optimization? There's always a tradeoff between tree size and model fidelity, which I gather you handle with parsimony. But the other alternative is …
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how to get the pareto front after training a model, saving it and evaluating?
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```python
>
```
I have tried to attach trial to my experiment but when ax_client.generation_strategy.trials_as_df I can not see the attached experiment and when I run the code again I got
```
…
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## Project Robyn
## Describe issue
After generating the one-pager output PNG with:
```R
OutputCollect
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Hi @onclave,
I've got a question on how you generate the Pareto front diagram. It seems the last child generation is used to generate the Pareto Front diagram.
But as I understand it, the Pareto …
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Currently, `SymbolicRegressor` returns a model that better complies with a certain criteria. This, however, is computed on the training set. Machine learning best practices dictate that model selectio…
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I am using DEAP for a multi-objective problem and I've been noticing the Pareto Front contains repeated individuals.
Is this expected behavior? I remember reading the default similarity check for P…
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create a "pareto front" mode that, instead of searching for global optima, searches for non-dominated solutions.
https://en.wikipedia.org/wiki/Multi-objective_optimization
that means all the wei…
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Hello,
First thanks for providing this great tool to EMO researches and practitioners.
I'm using PlatEMO to benchmark algorithms on a real-world many-objective problem (and may submit a pull req…