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I have defined specific ranges for each hyperparameter, and I want to find the best parameter for A2C or other algorithms. However, there can be numerous combinations, and how can I find the best para…
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Hi,
the value of PSO velocity clamping constant (Vmax) should be proportional to the search space range. However, it is set to a constant value (6). This brings a lot of trouble for inexperienced us…
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Hi,
Could you please provide an example of how to define and add WorstFitnessConstraints and PenaltyConstraints to the optimization?
Thanks!
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Once we decide on scope/focus, we should settle on a title that is representative of the work we are going to be doing.
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A possible example:
0) Define concepts: UNCERTAINTY vs DYNAMISM etc... This has to be done BEFORE any search, hence step 0 instead 1
1) Define a Scopus search. Example `TITLE-ABS-KEY ( uncertainty…
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There is very little information in documentation so based on source code it seems to me there are such option to control optimization process (all from https://github.com/PKU-DAIR/open-box/blob/96841…
rmrmg updated
9 months ago
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When encoding neural network configurations for genetic algorithms or other evolutionary strategies, the choice of representation format plays a crucial role in the efficiency and effectiveness of the…
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- Abstract (2-3 lines)
As with many fields, applications of machine learning and computational methods are expanding to the financial world too. Modelling financial markets is a challenging area desp…
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For this issue, make sure that `EaSearchCV` (and other `elm.model_selection` classes) can score with cross validation when >1 scoring callable is given. Use [`dask-ml` capabilities from PR 68](https:…