Pedro Ribeiro

sorry the delay in getting back to you. So I answered a similar question [in this issue](https://github.com/EpistasisLab/tpot/issues/1318#issuecomment-1701610888), and I'll copy my answer here Here are the models that you are...

You can find latest stable version of TPOT2 here: https://github.com/EpistasisLab/tpot2/tree/main Though this branch is the most up to date, with a better API for defining search spaces, but still needs...

More info on parallelization with sklearn https://scikit-learn.org/stable/computing/parallelism.html#parallelism n_jobs=1 should prevent parallelizable models from using more cores than we want.

There are some parameters included that should not be learnable because they are not directly related to model fit. I don't think 'tol' should not be a trainable parameter rather,...

Another potentially useful cv pruning algorithm could be greedy k fold CV as described in this paper: https://doaj.org/article/32043aab8bf946ec876db3013d500991 . This iteratively selects which fold to evaluate next. Loop through the...

each generation, tpot evaluates "population_size" number of pipelines. What can often happen is that all the pipelines are complete except for one (often SVC). TPOT will not evaluate the next...